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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Neurosci.</journal-id>
<journal-title>Frontiers in Cellular Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-5102</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fncel.2018.00469</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Methods for Three-Dimensional All-Optical Manipulation of Neural Circuits</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Ronzitti</surname> <given-names>Emiliano</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/380618/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Emiliani</surname> <given-names>Valentina</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/103341/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Papagiakoumou</surname> <given-names>Eirini</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/382269/overview"/>
</contrib>
</contrib-group>
<aff><institution>Wavefront Engineering Microscopy Group, Photonics Department, Institut de la Vision, Sorbonne Universit&#x00E9;, Inserm S968, CNRS UMR7210</institution>, <addr-line>Paris</addr-line>, <country>France</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Marco Canepari, UMR5588 Laboratoire Interdisciplinaire de Physique (LIPhy), France</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Albrecht Stroh, Johannes Gutenberg University Mainz, Germany; Marco Lorenzo Dal Maschio, Universit&#x00E0; degli Studi di Padova, Italy</p></fn>
<corresp id="c001">&#x002A;Correspondence: Eirini Papagiakoumou, <email>eirini.papagiakoumou@inserm.fr</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>12</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="collection">
<year>2018</year>
</pub-date>
<volume>12</volume>
<elocation-id>469</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>09</month>
<year>2018</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>11</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2018 Ronzitti, Emiliani and Papagiakoumou.</copyright-statement>
<copyright-year>2018</copyright-year>
<copyright-holder>Ronzitti, Emiliani and Papagiakoumou</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Optical means for modulating and monitoring neuronal activity, have provided substantial insights to neurophysiology and toward our understanding of how the brain works. Optogenetic actuators, calcium or voltage imaging probes and other molecular tools, combined with advanced microscopies have allowed an &#x201C;all-optical&#x201D; readout and modulation of neural circuits. Completion of this remarkable work is evolving toward a three-dimensional (3D) manipulation of neural ensembles at a high spatiotemporal resolution. Recently, original optical methods have been proposed for both activating and monitoring neurons in a 3D space, mainly through optogenetic compounds. Here, we review these methods and anticipate possible combinations among them.</p>
</abstract>
<kwd-group>
<kwd>light-shaping</kwd>
<kwd>three-dimensional photostimulation</kwd>
<kwd>three-dimensional functional imaging</kwd>
<kwd>all-optical neuronal studies</kwd>
<kwd>optogenetics</kwd>
<kwd>neural circuits</kwd>
</kwd-group>
<contract-sponsor id="cn001">Agence Nationale de la Recherche<named-content content-type="fundref-id">10.13039/501100001665</named-content></contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="126"/>
<page-count count="13"/>
<word-count count="0"/>
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</article-meta>
</front>
<body>
<sec><title>Introduction</title>
<p>Controlling and monitoring neuronal activity with a light has become a common practice in many neurobiological studies, throughout the last decade. The continuously expanding toolbox of molecular probes that activate/inhibit (<xref ref-type="bibr" rid="B51">Herlitze and Landmesser, 2007</xref>; <xref ref-type="bibr" rid="B3">Airan et al., 2009</xref>; <xref ref-type="bibr" rid="B69">Levitz et al., 2013</xref>; <xref ref-type="bibr" rid="B62">Klapoetke et al., 2014</xref>; <xref ref-type="bibr" rid="B110">Shemesh et al., 2017</xref>; <xref ref-type="bibr" rid="B9">Becker et al., 2018</xref>; <xref ref-type="bibr" rid="B49">Guruge et al., 2018</xref>; <xref ref-type="bibr" rid="B74">Mardinly et al., 2018</xref>) or image (<xref ref-type="bibr" rid="B35">Emiliani et al., 2015</xref>; <xref ref-type="bibr" rid="B60">Kim et al., 2018</xref>) neuronal activity as well as the development of original light-microscopy methods for stimulating these tools (<xref ref-type="bibr" rid="B107">Ronzitti et al., 2017b</xref>; <xref ref-type="bibr" rid="B22">Chen et al., 2018c</xref>; <xref ref-type="bibr" rid="B122">Yang and Yuste, 2018</xref>), has tremendously contributed to the direction of research and has led to innovative experimental concepts (<xref ref-type="bibr" rid="B103">Rickgauer et al., 2014</xref>; <xref ref-type="bibr" rid="B17">Carrillo-reid et al., 2016</xref>). Photostimulation via optogenetics and/or uncaging (<xref ref-type="bibr" rid="B65">Kwon et al., 2017</xref>) is suitable for single cell and, most importantly, circuit studies, since light gives access to a large number of targets simultaneously, at high spatial precision via parallel illumination methods (<xref ref-type="bibr" rid="B87">Papagiakoumou et al., 2010</xref>; <xref ref-type="bibr" rid="B85">Packer et al., 2015</xref>; <xref ref-type="bibr" rid="B38">Forli et al., 2018</xref>; <xref ref-type="bibr" rid="B119">Yang et al., 2018</xref>).</p>
<p>Circuit studies are usually performed <italic>in vivo</italic> by light-stimulation at near-infrared to minimize scattering effects and optimize spatial resolution via non-linear multiphoton absorption processes. Ideally, these studies also demand three-dimensional (3D) accessibility both for activation and imaging at physiological time scales (few-ms scale activation and imaging). 3D imaging approaches enable the use of complementary strategies to access volumes extending up to a few hundred &#x03BC;ms in the axial direction, by proposing the use of piezo scanners to scan the objectives in specific trajectories (<xref ref-type="bibr" rid="B45">G&#x00F6;bel et al., 2007</xref>), acousto-optic deflectors (<xref ref-type="bibr" rid="B102">Reddy et al., 2008</xref>; <xref ref-type="bibr" rid="B46">Grewe et al., 2010</xref>; <xref ref-type="bibr" rid="B58">Katona et al., 2012</xref>; <xref ref-type="bibr" rid="B76">Nadella et al., 2016</xref>), tunable lenses (<xref ref-type="bibr" rid="B47">Grewe et al., 2011</xref>; <xref ref-type="bibr" rid="B37">Fahrbach et al., 2013</xref>; <xref ref-type="bibr" rid="B63">Kong et al., 2015</xref>), spatiotemporal multiplexing (<xref ref-type="bibr" rid="B24">Cheng et al., 2011</xref>; <xref ref-type="bibr" rid="B32">Ducros et al., 2013</xref>), light field microscopy (<xref ref-type="bibr" rid="B99">Prevedel et al., 2014</xref>), or Bessel beam excitation (<xref ref-type="bibr" rid="B72">Lu et al., 2017</xref>) and reaching tens of Hz imaging frequencies, of neuronal activity <italic>in vivo</italic> (<xref ref-type="bibr" rid="B45">G&#x00F6;bel et al., 2007</xref>; <xref ref-type="bibr" rid="B47">Grewe et al., 2011</xref>; <xref ref-type="bibr" rid="B58">Katona et al., 2012</xref>; <xref ref-type="bibr" rid="B76">Nadella et al., 2016</xref>). 3D functional imaging of neurons has more recently been demonstrated at even larger volumes, reaching 0.5 mm in <italic>z</italic>, using a temporally focused Gaussian beam excitation at the size of neuron soma (<xref ref-type="bibr" rid="B98">Prevedel et al., 2016</xref>), with large field views up to 5 mm in <italic>xy</italic> (<xref ref-type="bibr" rid="B111">Sofroniew et al., 2016</xref>; <xref ref-type="bibr" rid="B112">Stirman et al., 2016</xref>) or in two different areas of the brain (<xref ref-type="bibr" rid="B66">Lecoq et al., 2014</xref>; <xref ref-type="bibr" rid="B23">Chen et al., 2016</xref>).</p>
<p>The development of 3D photoactivation methods is more recent. These systems are based on the use of Computer-Generated Holography (CGH) (<xref ref-type="bibr" rid="B90">Papagiakoumou et al., 2018</xref>; <xref ref-type="bibr" rid="B122">Yang and Yuste, 2018</xref>). Although this technique was established for the projection of 3D patterns (<xref ref-type="bibr" rid="B95">Piestun et al., 1996</xref>; <xref ref-type="bibr" rid="B50">Haist et al., 1997</xref>) or diffraction-limited spots (<xref ref-type="bibr" rid="B70">Liesener et al., 2000</xref>) via spatial light modulators (SLMs) several years ago, its use in neuroscience for simultaneous activation of multiple targets in two (<xref ref-type="bibr" rid="B73">Lutz et al., 2008</xref>; <xref ref-type="bibr" rid="B78">Nikolenko et al., 2008</xref>; <xref ref-type="bibr" rid="B28">Dal Maschio et al., 2010</xref>) or three dimensions (<xref ref-type="bibr" rid="B118">Yang et al., 2011</xref>; <xref ref-type="bibr" rid="B44">Go et al., 2012</xref>; <xref ref-type="bibr" rid="B52">Hernandez et al., 2016</xref>; <xref ref-type="bibr" rid="B29">Dal Maschio et al., 2017</xref>) was established only during the last decade. Thanks to 3D-CGH, used either solely (parallel methods) or in its diffraction-limit version in combination with scanning of the holographic beamlets (hybrid methods) [see (<xref ref-type="bibr" rid="B86">Papagiakoumou, 2013</xref>; <xref ref-type="bibr" rid="B107">Ronzitti et al., 2017b</xref>) for detailed description of these approaches], it is possible nowadays to activate multiple neurons providing both the adequate temporal resolution, as well as the spatial resolution for single-cell precision (Figures <xref ref-type="fig" rid="F1">1A,B</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>3D light-targeted photostimulation. <bold>(A)</bold> SLM-based multiplexing strategies allow to target opsin-expressing neurons over axial and lateral fields of excitation, extending over a few hundred microns in the brain. <bold>(B)</bold> The photostimulation resolution defines the minimal distance <italic>&#x0394;r</italic> between two targets, at which each target can be individually activated. <bold>(C)</bold> Photostimulation temporal performances are linked to the photostimulation temporal precision, that is the timing precision <italic>&#x03B4;t</italic> in evoking action potentials (APs) with repetitive stimulations (i.e., light-evoked spike jitter) and <bold>(D)</bold> the temporal resolution, that is the minimal time interval between two consecutive light-evoked APs (i.e., the maximum light-driven neuronal firing rate <italic>f</italic><sub>max</sub>).</p></caption>
<graphic xlink:href="fncel-12-00469-g001.tif"/>
</fig>
<p>With regards to temporal resolution, it is helpful to define the notion of <italic>temporal precision</italic> in optogenetic activation, i.e., the degree of reproducibility of the occurrence timing of a photo-evoked AP (also indicated as photo-evoked spike jitter) (Figure <xref ref-type="fig" rid="F1">1C</xref>) and <italic>temporal resolution</italic>, i.e., the time needed to photo-evoke an AP, ultimately linked to the maximum achievable light-driven neuronal firing rate (Figure <xref ref-type="fig" rid="F1">1D</xref>). Minimizing those two parameters helps to reproduce precise temporal patterns of activity that in combination with multicell activation, enables to mimic the physiological activity of a network. It has been shown that parallel photoactivation methods (<xref ref-type="bibr" rid="B107">Ronzitti et al., 2017b</xref>) can easily achieve short timescales during optogenetic activation (few-ms temporal resolution and sub-ms jitter) (<xref ref-type="bibr" rid="B19">Chaigneau et al., 2016</xref>; <xref ref-type="bibr" rid="B106">Ronzitti et al., 2017a</xref>; <xref ref-type="bibr" rid="B110">Shemesh et al., 2017</xref>; <xref ref-type="bibr" rid="B21">Chen et al., 2018b</xref>). Later studies using scanning methods, have also shown a high temporal specificity, reaching a millisecond jitter by using high power in the excitation spots (<xref ref-type="bibr" rid="B119">Yang et al., 2018</xref>).</p>
<p>With regards to 3D spatial resolution, scanning methods using 3D-CGH show an intrinsically good spatial resolution, thanks to the small spot size of the excitation beam (close to diffraction limit). Nevertheless, resolution can dramatically decrease when using intensities close to the saturation levels for the opsin, which results in out-of-focus excitation (<xref ref-type="bibr" rid="B104">Rickgauer and Tank, 2009</xref>; <xref ref-type="bibr" rid="B5">Andrasfalvy et al., 2010</xref>). Parallel methods use illumination shapes that cover the whole cell body, in order to achieve parallel recruitment of all opsins on the cell membrane to improve efficiency (<xref ref-type="bibr" rid="B87">Papagiakoumou et al., 2010</xref>). This, however, causes a quick deterioration of the axial resolution, which scales linearly or quadratically with lateral size, for holographic or Gaussian beams, respectively (<xref ref-type="bibr" rid="B81">Oron et al., 2012</xref>). Parallel methods can provide a good axial resolution when combined with temporal focusing (TF) (<xref ref-type="bibr" rid="B89">Papagiakoumou et al., 2008</xref>, <xref ref-type="bibr" rid="B87">2010</xref>; <xref ref-type="bibr" rid="B81">Oron et al., 2012</xref>; <xref ref-type="bibr" rid="B103">Rickgauer et al., 2014</xref>). Notably, temporally focused light-shaping methods allow to preserve sharp borders of the excitation pattern (<xref ref-type="bibr" rid="B87">Papagiakoumou et al., 2010</xref>), even through scattering media (<xref ref-type="bibr" rid="B10">B&#x00E8;gue et al., 2013</xref>; <xref ref-type="bibr" rid="B88">Papagiakoumou et al., 2013</xref>). However, because TF works by dispersing the spectral frequencies of a femtosecond light pulse at a specific plane (<xref ref-type="bibr" rid="B82">Oron et al., 2005</xref>), special configurations are needed to extend the methods in 3D.</p>
<p>Here we review the methods proposed so far for 3D photoactivation and present the possibilities for combination with 3D imaging modalities, to establish precise and flexible microscopy methods for all-optical manipulation of neural circuits. The methods we present here have mostly been developed for optogenetic photostimulation but in principle, any other photoactivation technique, such as uncaging of caged neurotransmitters, or activation of photoactivable proteins, could benefit from them.</p>
</sec>
<sec><title>All-Optical Manipulation</title>
<p>The very first experiment of all-optical manipulation of neurons was demonstrated by activating cells in neocortical slices via two-photon (2P) uncaging of MNI-glutamate with multiple beamlets generated with a diffractive optical element, or one single beam multiplexed in time, and 2P Ca<sup>2+</sup> imaging (<xref ref-type="bibr" rid="B77">Nikolenko et al., 2007</xref>). Similarly, a few years later in two other papers researchers measured Ca<sup>2+</sup> signals in neurons while uncaging MNI-glutamate (<xref ref-type="bibr" rid="B28">Dal Maschio et al., 2010</xref>; <xref ref-type="bibr" rid="B6">Anselmi et al., 2011</xref>). In (<xref ref-type="bibr" rid="B28">Dal Maschio et al., 2010</xref>) the optical system incorporated 2P 2D-CGH in the optical path of a commercial 2P scanning microscope and it could exchange holographic or scanning stimulation between the uncaging and imaging beams. In (<xref ref-type="bibr" rid="B6">Anselmi et al., 2011</xref>) 3D-CGH with diffraction-limited spots was combined with a remote-focusing system (<xref ref-type="bibr" rid="B12">Botcherby et al., 2007</xref>, <xref ref-type="bibr" rid="B13">2012</xref>) to perform functional imaging along tilted dendrites of hippocampal pyramidal neurons in brain slices. Although the first demonstrations of combined activation and imaging of neurons used uncaging, the term <italic>all-optical</italic> is mostly related to the combination of functional imaging and optogenetic activation. In 2014, a milestone was achieved when an important number of scientific studies showing the activation of neurons <italic>in vivo</italic> in rodents via optogenetic molecules and the imaging of Ca<sup>2+</sup> responses with GCaMP, took place (<xref ref-type="bibr" rid="B117">Vogt, 2015</xref>), using either visible (<xref ref-type="bibr" rid="B114">Szabo et al., 2014</xref>) or 2P light stimulation (<xref ref-type="bibr" rid="B103">Rickgauer et al., 2014</xref>; <xref ref-type="bibr" rid="B85">Packer et al., 2015</xref>). More publications followed, using 2D (<xref ref-type="bibr" rid="B18">Carroll et al., 2015</xref>; <xref ref-type="bibr" rid="B17">Carrillo-reid et al., 2016</xref>; <xref ref-type="bibr" rid="B15">Bovetti et al., 2017</xref>; <xref ref-type="bibr" rid="B39">F&#x00F6;rster et al., 2017</xref>; <xref ref-type="bibr" rid="B38">Forli et al., 2018</xref>), and more recently 3D stimulation (<xref ref-type="bibr" rid="B52">Hernandez et al., 2016</xref>; <xref ref-type="bibr" rid="B29">Dal Maschio et al., 2017</xref>; <xref ref-type="bibr" rid="B74">Mardinly et al., 2018</xref>; <xref ref-type="bibr" rid="B119">Yang et al., 2018</xref>).</p>
<p>Despite these very important studies, full optical neuronal control remains a challenge in terms of achieving reliable delivery and expression of sensors and actuators in the same neurons, eliminating the cross-talk between imaging and activation, and recording and stimulating with a single-neuron and a single-action-potential precision (<xref ref-type="bibr" rid="B35">Emiliani et al., 2015</xref>). These problems have been discussed exhaustively in other recent reviews (<xref ref-type="bibr" rid="B35">Emiliani et al., 2015</xref>; <xref ref-type="bibr" rid="B107">Ronzitti et al., 2017b</xref>; <xref ref-type="bibr" rid="B22">Chen et al., 2018c</xref>). Here we will focus on reviewing the recent developments for 3D all-optical manipulation.</p>
<sec><title>3D Photoactivation</title>
<sec><title>Fully Parallel Methods</title>
<p>Fully parallel optical methods proposed for 3D activation in an all-optical configuration have been presented for optogenetics and make use of extended light-pattern formation to cover the entire neuron soma. Light-patterns can be either large Gaussian beams generated by underfilling the objective numerical aperture (NA; low-NA Gaussian beams), or beams created with more flexible light-patterning methods such as CGH, generalized phase contrast (GPC) or amplitude modulation. As already mentioned, the limit of extended light patterns is the deterioration of the axial confinement, an issue that can be solved by using temporal focusing. Common experimental configurations of TF make use of a diffraction grating in a plane conjugate to the focal plane of the microscope objective (image formation plane), separating the spectral frequencies of the laser femtosecond pulses (dispersion of different wavelengths in different angles) (<xref ref-type="bibr" rid="B82">Oron et al., 2005</xref>; <xref ref-type="bibr" rid="B124">Zhu et al., 2005</xref>). In other words, the image projected at the grating plane is the image formed at the sample plane, while 2P absorption of light projected in any other plane before or after the grating, as it is the case when you generate a 3D pattern distribution, will be strongly weakened by the pulse broadening. This has, until recently, limited TF-light shaping to 2D configurations. Methods have been proposed for axial displacement of the TF plane for Gaussian beams, by introducing group velocity dispersion (<xref ref-type="bibr" rid="B33">Durst et al., 2006</xref>, <xref ref-type="bibr" rid="B34">2008</xref>; <xref ref-type="bibr" rid="B30">Dana and Shoham, 2012</xref>). However, they are only suitable for remotely displacing one plane and they are not compatible with light-patterning techniques (<xref ref-type="bibr" rid="B68">Leshem et al., 2014</xref>), as they can displace the TF plane but not the spatial focusing one.</p>
<p><xref ref-type="bibr" rid="B52">Hernandez et al. (2016)</xref> solved the problem, by introducing the axial displacement mechanism after the grating for TF, which decoupled lateral light shaping from axial displacements. The system used a conventional 2D-CGH with TF for lateral light-patterning and a second SLM placed at a Fourier plane after the grating to introduce the desired axial shift from the original focal plane, via a lens-effect phase modulation. This configuration also enabled the generation of different excitation patterns at distinct axial planes, by addressing the two SLMs in multiple regions, tiled vertically to the direction of dispersion for TF. With this configuration, researchers demonstrated for the first time the generation of multi-plane temporally focused patterns, reaching a volume of 240 &#x00D7; 240 &#x00D7; 260 &#x03BC;m<sup>3</sup> with the axial confinement varying from 5 &#x03BC;m Full Width Half Maximum (FWHM) at the center of the field of excitation (FOE) to 10 &#x03BC;m at the edges of it, tested with spots of 20 &#x03BC;m in diameter. The number of regions equal to the number of planes to be addressed. The system was used for selective 2P 3D photoconversion of the Kaede protein (<xref ref-type="bibr" rid="B54">Isobe et al., 2010</xref>) in the brain of zebrafish larvae (photoconversion at 800 nm with 0.1&#x2013;4.0 mW/&#x03BC;m<sup>2</sup> depending the illumination duration) and for 2D optogenetic activation of ChR2 in zebrafish spinal cord neurons co-expressing GCaMP5G (excitation at 900 nm with 0.6 mW/&#x03BC;m<sup>2</sup>). Monitoring of Ca<sup>2+</sup> traces in that case was performed with visible illumination and two-color HiLo imaging (<xref ref-type="bibr" rid="B71">Lim et al., 2008</xref>) (at &#x223C;30.8 &#x03BC;W/mm<sup>2</sup>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>3D multiplexed temporally focused light shaping. <bold>(A)</bold> Optical systems for 3D temporally focused light shaping consist of a light-shaping unit for creating a 2D temporally focused pattern and a multiplexing unit, using a SLM (SLM2) at a Fourier plane of the TF system, to replicate the 2D pattern in several positions in 3D via 3D-CGH (example of a phase profile for projecting 3 diffraction-limited spots in different positions is shown on the bottom of SLM2). After the light-shaping unit, the beam is represented with its spectral frequencies diffracted, because of spectral diffraction by the grating G. After phase modulation on SLM2 the beam is imaged by two lenses (here L4 and L5) to the back aperture of the microscope objective. <bold>(B&#x2013;D)</bold> Different cases for the TF-light-shaping unit: <bold>(B)</bold> Gaussian beam. In this case the grating is illuminated with a collimated Gaussian beam of a suitable size, usually adjusted with a telescope of lenses (not shown here). Configuration with a non-collimated beam (by introducing a lens prior to the grating) was used by <xref ref-type="bibr" rid="B92">P&#x00E9;gard et al. (2017)</xref> in order to increase the illuminated area of SLM2. Middle. Illustration of the example for projection of 3 Gaussian replicas, when the SLM2 is illuminated with the phase profile shown in <bold>A</bold>. Right. Experimental demonstration showing projection of 200 Gaussian beams in a 350 &#x00D7; 350 &#x00D7; 280 &#x03BC;m<sup>3</sup> volume, adapted from <xref ref-type="bibr" rid="B92">P&#x00E9;gard et al. (2017)</xref>. <bold>(C)</bold> CGH beam. A SLM (SLM1) and a lens (L1) are used for holographic pattern projection (here, a star), that is then replicated in the 3 different positions (Middle). Right. Experimental demonstration of 50 holographic circular spots of 15 &#x03BC;m diameter in a 300 &#x00D7; 300 &#x00D7; 500 &#x03BC;m<sup>3</sup> volume, adapted from <xref ref-type="bibr" rid="B1">Accanto et al. (2018)</xref>. <bold>(D)</bold> GPC beam. SLM1 is used for a binary phase modulation of <italic>&#x0394;&#x03C6;</italic> = <italic>&#x03C0;</italic>, that is then phase contrasted by the phase contrast filter (PCF), placed at the focal plane of L1. A sharp speckle-free pattern is formed at the grating plane by L2. Middle. 3 replicas for the GPC pattern in the corresponding predefined positions of the multiplexing unit. Right. Experimental demonstration of projection of 17, 12-&#x03BC;m diameter circular GPC spots in a 200 &#x00D7; 200 &#x00D7; 200 &#x03BC;m<sup>3</sup> volume, adapted from <xref ref-type="bibr" rid="B1">Accanto et al. (2018)</xref>. L3 Collimating lens.</p></caption>
<graphic xlink:href="fncel-12-00469-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Volume imaging techniques with the possibility to be coupled with 3D photostimulation in all-optical approaches. <bold>(A)</bold> Control of the collimation of a scanned 2P beam at the back aperture of the objective enables sequentially addressing different focal planes in an extended volume. <bold>(B)</bold> Multifoci 2P techniques can be used to synchronously scan several planes of the sample providing adequate demixing strategies to distinguish the contribution coming from different planes. <bold>(C)</bold> Extended Depth of Field (EDF) approaches enable imaging entire volumes by 2D scan of an illumination beam, featuring an extended axial point spread function (Depth of Field; DoF). <bold>(D)</bold> Light Field Microscopy enables CCD-recorded volume imaging by modulating the fluorescent signal induced in the sample, upon 1P wide-field (WF) illumination by means of a system of microlenses located in the detection path and computational reconstruction algorithms. <bold>(E)</bold> In Light-Sheet Microscopy 2D scanless imaging is obtained by illuminating the sample with a &#x201C;sheet&#x201D; of light in the orthogonal direction of the microscope&#x2019;s optical axis. In this way, optical sectioning is achieved and 3D volume imaging is performed by scanning the light sheet in the axial direction of the microscope. Red light indicates the excitation beam and green light indicates excited fluorescence.</p></caption>
<graphic xlink:href="fncel-12-00469-g003.tif"/>
</fig>
<p>Despite the flexibility of this system, an inherent limitation occurs in the maximum number of axial planes that could be addressed because of the physical tiling of the SLMs, before the quality of the holographic spots get distorted (&#x223C;6 planes) (<xref ref-type="bibr" rid="B52">Hernandez et al., 2016</xref>). Although this can be sufficient for a number of biological applications (<xref ref-type="bibr" rid="B120">Yang et al., 2016</xref>), three new studies, have recently proposed ways to increase both the number of planes and the FOE. They all used the same principle: having a beam-shaping method for creating a 2D temporally focused pattern and using a SLM at a Fourier plane of the TF system for lateral and axial multiplexing of this pattern in several positions in 3Ds via 3D-CGH (Figure <xref ref-type="fig" rid="F2">2A</xref>). 3D-CGH is used to generate arrays of 3D diffraction-limited spots, using variations of the Gerchberg-Saxton algorithm (<xref ref-type="bibr" rid="B41">Gerchberg and Saxton, 1972</xref>; <xref ref-type="bibr" rid="B31">Di Leonardo et al., 2007</xref>) to calculate the phase profile to address to the SLM.</p>
<p>In two of these works the light-shaping part is a TF-Gaussian beam (<xref ref-type="bibr" rid="B92">P&#x00E9;gard et al., 2017</xref>; <xref ref-type="bibr" rid="B113">Sun et al., 2018</xref>) (Figure <xref ref-type="fig" rid="F2">2B</xref>). In (<xref ref-type="bibr" rid="B92">P&#x00E9;gard et al., 2017</xref>) 3D scanless holographic optogenetics with temporal focusing (3D-SHOT) was used to generate a large number of temporally focused spots, each of them fitting the size of a cell soma of pyramidal neurons (i.e., &#x223C;10&#x2013;15 &#x03BC;m FWHM lateral size). With this approach, researchers reported the possibility to project hundreds of excitation spots in a total volume of 350 &#x00D7; 350 &#x00D7; 280 &#x03BC;m<sup>3</sup>. (<xref ref-type="bibr" rid="B113">Sun et al., 2018</xref>) presented a very similar approach as the one presented by (<xref ref-type="bibr" rid="B92">P&#x00E9;gard et al., 2017</xref>), using a TF experimental configuration with two gratings instead of a single grating and a lens. The beam&#x2019;s lateral size was 2.5 &#x03BC;m in diameter and the axial FWHM of the 2P light intensity was 7.5 &#x03BC;m. This study did not include any biological demonstration. The authors used the generated spots in direct laser writing inside a glass, which relies on non-linear light absorption at the focus. Fabrication was conducted either on the surface or inside standard microscope glass slides. As a novelty, they showed that they were able to place focal points at high lateral proximity (4 m) with minimal interference between them. That is thanks to the pulse front tilt effect, a property inherent to TF systems where the arrival time of an ultrashort pulse in a certain plane varies across the beam profile thus creating a tilt between the pulse front and the direction perpendicular to the beam. In this way, adjacent spots can be spatially overlapped (<xref ref-type="bibr" rid="B113">Sun et al., 2018</xref>).</p>
<p>Both of these studies use Gaussian beams, which is technically simpler compared to the 3D-CGH-TF system proposed by (<xref ref-type="bibr" rid="B52">Hernandez et al., 2016</xref>). However, a considerable drawback of this system is the fact that the laser beam is focused on a line on the SLM used for 3D multiplexing, where the size depends on the linear dispersion of the TF system in the direction of dispersing the spectral frequencies (usually parallel to the optical table), and it equals the monochromatic beam size in the unchirped dimension (vertical to the dispersion direction). In the chirped direction, care is usually given to fill the size of the SLM liquid crystal array, while in the unchirped direction the size of the beam is a few millimeters (2&#x2013;3 mm) (<xref ref-type="bibr" rid="B34">Durst et al., 2008</xref>; <xref ref-type="bibr" rid="B113">Sun et al., 2018</xref>). This imposes a restriction to the maximum laser power used before damaging the SLM (and thus to the maximum number of spots that can be projected). To overcome this limitation <xref ref-type="bibr" rid="B92">P&#x00E9;gard et al. (2017)</xref> proposed adding an extra lens before dispersing the ultrashort pulses on the TF grating, defocusing the beam on the SLM and thus increasing the illumination area. Nevertheless, the defocusing created a secondary spatial focus in the form of a line that deteriorated the axial propagation of the beam (<xref ref-type="bibr" rid="B92">P&#x00E9;gard et al., 2017</xref>; <xref ref-type="bibr" rid="B22">Chen et al., 2018c</xref>). In a more advanced version of this method the lens was replaced by a rotating diffuser at an image plane, after the grating. This led to an enlarged illumination of the SLM, without secondary focus effects (<xref ref-type="bibr" rid="B74">Mardinly et al., 2018</xref>) and Gaussian beams of 23 &#x03BC;m axial FWHM (axial optical Point Spread Function; PSF) (<xref ref-type="bibr" rid="B91">P&#x00E9;gard et al., 2018</xref>). 3D-SHOT was used in this case to simultaneously stimulate neurons co-expressing newly developed excitatory or inhibitory somatic opsins, ST-ChroME or IRES-ST-eGTACR1, respectively, and GCaMP6s in an all-optical configuration (about 50 neurons in three different planes extending to an axial range of 100 &#x03BC;m, 0.13 mW/&#x03BC;m<sup>2</sup> or 40 mW per target for activating ST-ChroME neurons, 0.08 mW/&#x03BC;m<sup>2</sup> or &#x223C;6 mW per target for IRES-ST-eGTACR1 neurons, illumination with a low-repetition rate laser at 1040 nm for 1 s) (<xref ref-type="bibr" rid="B74">Mardinly et al., 2018</xref>).</p>
<p>Higher flexibility and better axial resolution was demonstrated by Accanto et al. who presented a system for multiplexed temporally focused-light shaping (MTF-light shaping), where the beam-shaping part was either 2D-CGH or GPC (<xref ref-type="bibr" rid="B1">Accanto et al., 2018</xref>) (Figure <xref ref-type="fig" rid="F2">2C,D</xref>). For MTF-CGH, the optical setup is the same as the one of 3D-CGH-TF (<xref ref-type="bibr" rid="B52">Hernandez et al., 2016</xref>), the only difference being the way the multiplexing SLM is addressed. MTF-CGH enabled investigators to generate 15-&#x03BC;m diameter temporally focused holographic spots on 50 independent planes on an excitation field of 300 &#x00D7; 300 &#x00D7; 500 &#x03BC;m<sup>3</sup> and an average axial PSF of 11 &#x03BC;m FWHM. The theoretical FOE for the optical parameters they used was 750 &#x00D7; 750 &#x00D7; 990 &#x03BC;m<sup>3</sup>, but was experimentally limited by the size of the optics used.</p>
<p>In MTF-GPC the beam-shaping part was substituted by a GPC setup (<xref ref-type="bibr" rid="B42">Gl&#x00FC;ckstad, 1996</xref>; <xref ref-type="bibr" rid="B87">Papagiakoumou et al., 2010</xref>) for projection of high-precision, speckle-less, temporally focused arbitrarily shaped patterns. Notably, the combination of GPC with CGH to extend GPC to 3D was previously reported (<xref ref-type="bibr" rid="B43">Go et al., 2011</xref>; <xref ref-type="bibr" rid="B7">Ba&#x00F1;as and Gl&#x00FC;ckstad, 2017</xref>) but without TF, which is essential for suppressing excitation by the out-of-focus light (<xref ref-type="bibr" rid="B87">Papagiakoumou et al., 2010</xref>). In MTF-GPC, characterization of 12-&#x03BC;m diameter TF-GPC spots showed improved axial PSF, compared to MTF-CGH (6 &#x03BC;m FWHM on average on a FOE of 200 &#x00D7; 200 &#x00D7; 200 &#x03BC;m<sup>3</sup>), as expected for TF-GPC patterns (<xref ref-type="bibr" rid="B87">Papagiakoumou et al., 2010</xref>). Similar to the Gaussian beam case, a crucial drawback remains the illumination of the multiplexing SLM with a line. To overcome this, (<xref ref-type="bibr" rid="B1">Accanto et al., 2018</xref>) removed the phase contrast filter and used the first SLM of their configuration to perform amplitude and phase modulation. They encoded a pattern in four different areas on the beam-shaping SLM and the pattern of each area was laterally displaced with a different prism-phase effect, such as generating four different lines on the multiplexing SLM after the beams were temporally focused. Addressing the first SLM in different areas enabled the projection of replicas of four different speckle-free patterns in a volume of 300 &#x00D7; 300 &#x00D7; 400 &#x03BC;m<sup>3</sup>, a method referred to as MTF-Multi Shapes. This strategy both increased the illumination area of the multiplexing SLM and allowed more flexibility on the shape of the projected patterns, similar to that described by (<xref ref-type="bibr" rid="B52">Hernandez et al., 2016</xref>).</p>
<p>Evidently, flexibility of the MTF-light shaping methods comes at the cost of simplicity of the optical setup and total cost. For simpler cost-effective solutions in applications where the excitation spot size and form can be predetermined, it is possible to use static lithographically fabricated phase masks (<xref ref-type="bibr" rid="B1">Accanto et al., 2018</xref>) to replace the first SLM in MTF-CGH, or a GPC-light shaper (<xref ref-type="bibr" rid="B8">Ba&#x00F1;as et al., 2014</xref>) to replace the GPC setup in MTF-GPC.</p>
<p>MTF-CGH was used in a multi-cell excitation of photoactivatable GCaMP (paGCaMP) in the central nervous system of the drosophila larvae (photoconversion at 760 nm with 1.0 mW/&#x03BC;m<sup>2</sup>, illumination with trains of 10-ms pulses at 50 Hz, total illumination duration: tens of seconds up to 4 min) and to photoconvert Kaede in the zebrafish larva hindbrain (photoconversion at 800 nm with 0.4 mW/&#x03BC;m<sup>2</sup>, illumination with trains of 10-ms pulses at 50 Hz, total illumination duration 1&#x2013;4 min). Parallel illumination of neurons allowed fast photoconversion in both cases, with minimal photoactivation of untargeted neighboring cells. Especially in the case of paGCaMP, neuronal processes of the targeted cells could be clearly distinguished from the background, allowing the possibility to precisely track neuronal morphology (<xref ref-type="bibr" rid="B1">Accanto et al., 2018</xref>).</p>
<p>Although the use of TF in neuronal photoactivation with parallel methods has offered the possibility to locally confine the excitation volume, such as to preserve single-cell resolution, this might not be necessary for low-scattering samples, excitation of small size cells or sparse staining. In that case, 3D-CGH alone can be used for the projection of extended light patterns in different planes (<xref ref-type="bibr" rid="B50">Haist et al., 1997</xref>; <xref ref-type="bibr" rid="B52">Hernandez et al., 2016</xref>). Thus 2P 3D-CGH spots of 6-&#x03BC;m diameter were used to photoactivate ChR2 in the zebrafish larval neurons, which in combination with 2P GCaMP6s Ca<sup>2+</sup> imaging, enabled the identification of neuronal ensembles associated with control of tail bending (photoactivation at 920 nm, 0.2 mW/&#x03BC;m<sup>2</sup> or 50 mW per target, circular overlapping photoactivation regions of 18 &#x03BC;m in diameter) (<xref ref-type="bibr" rid="B29">Dal Maschio et al., 2017</xref>). Moreover, the authors performed targeted photoactivatable GFP (paGFP) photoconversion to obtain a morphological reconstruction of individual functionally identified neurons (photoconversion at 750 nm with 0.25 mW/&#x03BC;m<sup>2</sup> or 7 mW per target, 1-s illumination).</p>
<p>Finally, as a general comment we should note that 3D-TF methods using CGH for multiplexing the excitation spot, can produce powerful experimental configurations in volumetric FOEs, with the quality of all spots being the same across the whole FOE, since the spots multiplexed are replicas of the same single original spot. However, for volumes reaching mm-range, care should be taken to homogenize the excitation properties of the projected spots, by taking into account factors such as scattering with increasing depth, SLM-diffraction-efficiency corrections, optical aberrations due to the large defocusing of spots (objective used at its limits) or projection near the borders of the FOE, and spectral aberrations for TF occurring by cropping spectral frequencies in the optics when using large defocus (<xref ref-type="bibr" rid="B52">Hernandez et al., 2016</xref>).</p>
</sec>
<sec><title>Hybrid Methods</title>
<p>Scanning methods are alternative approaches for neuronal stimulation and have been widely used in 2P optogenetics (<xref ref-type="bibr" rid="B104">Rickgauer and Tank, 2009</xref>; <xref ref-type="bibr" rid="B5">Andrasfalvy et al., 2010</xref>; <xref ref-type="bibr" rid="B84">Packer et al., 2012</xref>; <xref ref-type="bibr" rid="B97">Prakash et al., 2012</xref>), mainly for the activation of the slow kinetics opsin, C1V1, and most of the times in a spiral trajectory (<xref ref-type="bibr" rid="B84">Packer et al., 2012</xref>, <xref ref-type="bibr" rid="B85">2015</xref>; <xref ref-type="bibr" rid="B17">Carrillo-reid et al., 2016</xref>; <xref ref-type="bibr" rid="B119">Yang et al., 2018</xref>). They represent the simplest and most immediate solution for many laboratories, since they adopt conventional 2P scanning microscopes based on galvanometric scanners. Nevertheless, the sequential photostimulation limits the achievable temporal resolution (<xref ref-type="bibr" rid="B86">Papagiakoumou, 2013</xref>; <xref ref-type="bibr" rid="B107">Ronzitti et al., 2017b</xref>) and does not allow the simultaneous activation of multiple targets. The use of resonant scanners or acousto-optic deflectors (AODs) to increase the temporal resolution of scanning methods, is still limited by the necessary dwell time in 2P excitation, especially for slow opsins (<xref ref-type="bibr" rid="B97">Prakash et al., 2012</xref>). Moreover, due to their cycling at resonant frequencies (8 kHz), resonant scanners cannot provide the necessary flexibility for arbitrary excitation trajectories, like spiral scans. For simultaneous multicell activation in 3Ds, scanning microscopes can be modified to include a SLM to multiplex the beam prior to the scan via 3D-CGH (<xref ref-type="bibr" rid="B84">Packer et al., 2012</xref>; <xref ref-type="bibr" rid="B119">Yang et al., 2018</xref>). The holographic pattern, consisting of multiple near-diffraction limited spots (&#x223C;1 &#x03BC;m in diameter), is then scanned in spiral trajectories on an area covering the size of the cell soma (<xref ref-type="bibr" rid="B104">Rickgauer and Tank, 2009</xref>; <xref ref-type="bibr" rid="B85">Packer et al., 2015</xref>; <xref ref-type="bibr" rid="B119">Yang et al., 2018</xref>).</p>
<p>Studies using hybrid methods in all-optical configurations have so far used C1V1 as optogenetic actuator excited at 1040 nm (<xref ref-type="bibr" rid="B85">Packer et al., 2015</xref>; 20&#x2013;80 mW per target, spirals of 20 ms, 80 MHz repetition rate laser; <xref ref-type="bibr" rid="B119">Yang et al., 2018</xref>; 2.2&#x2013;6.0 mW per target, spirals of 20 ms, low-repetition rate amplified laser). For 3D manipulation of neurons specifically, there is currently only one study where investigators simultaneously photostimulated more than 80 neurons over 150 &#x03BC;m in depth in layer 2/3 of the mouse visual cortex, while simultaneously imaging the activity of the surrounding neurons with GCaMP6s (<xref ref-type="bibr" rid="B119">Yang et al., 2018</xref>). The authors photoactivated in three different planes in an axial range of 100 &#x03BC;m selected groups of somatostatin inhibitory interneurons, suppressing the response of nearby pyramidal neurons to visual stimuli in awake animals (6 mW per cell from a low-repetition rate laser, or 6 mW/&#x03BC;m<sup>2</sup>, since the surface of the illumination spot in that case is about 1 &#x03BC;m<sup>2</sup>, illumination for 2.8 s with 175 continuously repeated spirals, each lasting &#x223C;16 ms).</p>
</sec>
<sec><title>Maximum Number of Excitation Targets</title>
<p>An estimate of the maximum possible number of targets to address with each approach in the framework of an all-optical experiment, presumes knowledge of the total light losses of an optical system from the laser source to the objective output, which can significantly vary from one system to another. Moreover, the power necessary per target used, can vary according to opsin type, expression level, cell health and activation depth. In general, power losses for parallel illumination methods mainly consist of losses on the SLM(s) and the diffraction grating used for TF. For hybrid methods losses are approximately 2&#x2013;3 times less than those of parallel ones, since they are mainly due to the use of a single SLM. It has also been reported that parallel approaches need about twice the power used by a spiral scanned beam, to induce a neuronal response with the same properties in both cases (<xref ref-type="bibr" rid="B94">Picot et al., 2018</xref>; <xref ref-type="bibr" rid="B119">Yang et al., 2018</xref>). Thus, in principle, for the same laser source and systems carefully designed to minimize power losses, hybrid methods are supposed to outmatch parallel ones about 4 times in the maximum number of cells possibly activated (without considering photodamage limits). From what is reported so far in literature, the maximum number of cells that have been simultaneously activated with parallel approaches is 50 neurons (<xref ref-type="bibr" rid="B74">Mardinly et al., 2018</xref>), while for hybrid methods this number is reported to be up to 80 (<xref ref-type="bibr" rid="B119">Yang et al., 2018</xref>). In the first case, the authors clearly state that they were limited by the available power of their laser system. However, current advances in laser technology can provide fiber amplified systems that deliver up to 60 W maximum average power, allowing for the possibility to greatly increase the above reported numbers.</p>
<p>A fundamental difference between parallel and hybrid 3D multi-target photoactivation methods is the eventual photodamage effects that one can induce by increasing the number of targets and thus the amount of light that is sent to the tissue. As presented in the previously reported cases, in general, parallel illumination approaches use lower illumination intensity [&#x003C;0.4 mW/&#x03BC;m<sup>2</sup> independently on the opsin type, see also (<xref ref-type="bibr" rid="B21">Chen et al., 2018b</xref>)] but higher total average power per target (e.g., for 2P <italic>in vivo</italic> activation 10&#x2013;45 mW when amplified laser pulses of tens of &#x03BC;J pulse energy are used from low-repetition rate fiber amplifiers, 30&#x2013;90 mW when nJ-energy pulses are used from MHz-repetition rate oscillators) than scanning approaches (<xref ref-type="bibr" rid="B21">Chen et al., 2018b</xref>; <xref ref-type="bibr" rid="B38">Forli et al., 2018</xref>; <xref ref-type="bibr" rid="B74">Mardinly et al., 2018</xref>), making them more vulnerable to heating, i.e., linear photodamage. On the other hand, scanning (or hybrid) methods use high intensity (2&#x2013;6 mW/&#x03BC;m<sup>2</sup>) focused beams of low total average power (<xref ref-type="bibr" rid="B119">Yang et al., 2018</xref>) (although average powers in the range of 20&#x2013;80 mW were reported (<xref ref-type="bibr" rid="B85">Packer et al., 2015</xref>) when nJ-energy pulses were used from MHz-repetition rate oscillators), making them vulnerable to non-linear photodamage.</p>
<p>For non-linear photodamage, the damage threshold was shown to be inversely proportional to the pulse duration and proportional to the square of the mean power (<xref ref-type="bibr" rid="B64">K&#x00F6;nig et al., 1999</xref>). It has been evaluated on the basis of morphological damage for CHO (Chinese Hamster Ovarian) cells to 0.1 J/cm<sup>2</sup> (<xref ref-type="bibr" rid="B64">K&#x00F6;nig et al., 1999</xref>), or tissue ablation for porcine cornea (<xref ref-type="bibr" rid="B80">Olivi&#x00E9; et al., 2008</xref>) to 1.5&#x2013;2.2 J/cm<sup>2</sup> for 800&#x2013;1000 nm. For comparison, an intensity of 80 mW/&#x03BC;m<sup>2</sup> at 80 MHz pulse repetition rate corresponds to a fluence of 0.1 J/cm<sup>2</sup>. No relevant studies exist for the mouse brain. A recent study on tissue heating, took the standard illumination parameters for either parallel or scanning methods into consideration, showing that the local temperature rise on a target area did not exceed the physiological limits in both cases (&#x003C;1 K) (<xref ref-type="bibr" rid="B94">Picot et al., 2018</xref>). Specifically, to generate an action potential <italic>in vivo</italic>, with a holographic spot of 12-&#x03BC;m diameter at a depth of &#x223C;150 &#x03BC;m, illuminating a neuron for 3 ms, at 1030 nm and 0.1 mW/&#x03BC;m<sup>2</sup>, the average temperature rise over the spot&#x2019;s surface, is estimated to 0.3 K. Furthermore, comparing the temperature rise for experimental conditions able to generate action potentials with latency in the range of 2&#x2013;10 ms <italic>in vitro</italic>, it was found that for a holographic spot (3-ms illumination, 0.2 mW/&#x03BC;m<sup>2</sup>) the average rise was 1 K, while for a focused beam in a spiral trajectory (3-ms illumination, 31 mW/&#x03BC;m<sup>2</sup>) the mean temperature rise was &#x003C;0.5 K, and the local rise at the center of the spiral was again &#x223C;1 K (<xref ref-type="bibr" rid="B94">Picot et al., 2018</xref>). For multi-target excitation, what remains critical is the distance between the different targets: for spots placed at an average distance from their nearest neighbor greater than the thermal diffusion length in tissue <inline-formula><mml:math id="E1"><mml:mrow><mml:msub><mml:mi mathvariant='script'>l</mml:mi><mml:mrow><mml:mtext>th</mml:mtext></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msqrt><mml:mrow><mml:mn>6</mml:mn><mml:mi>D</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msqrt></mml:mrow></mml:math></inline-formula>, where <italic>D</italic> is the thermal diffusion constant [140 &#x03BC;m<sup>2</sup>/ms (<xref ref-type="bibr" rid="B123">Yizhar et al., 2011</xref>), and <italic>t</italic> the evolved time], the temperature rise remains comparable to the case of the isolated spot (for 3-ms illumination duration, holographic stimulation at an intensity &#x2264;0.2 mW/&#x03BC;m<sup>2</sup> enables keeping the induced temperature rise &#x003C;2 K for activating 100 cells whose inter-soma distance was larger than the thermal diffusion length, which in that case was &#x223C;50 &#x03BC;m). Otherwise, the heat load starts to significantly increase locally (<xref ref-type="bibr" rid="B94">Picot et al., 2018</xref>). Moreover, in terms of illumination duration, prolonged stimulation (>1 min) was found to induce substantial brain heating (6&#x2013;8&#x00B0;C) (<xref ref-type="bibr" rid="B74">Mardinly et al., 2018</xref>).</p>
<p>Notably, the considerations of the study by <xref ref-type="bibr" rid="B94">Picot et al. (2018)</xref> indicate that the optimal laser repetition rate for 2P optogenetics depends on the adopted illumination method: the very low excitation intensity used in parallel illumination, allows to neglect non-linear damage effects and privileges using low (500 kHz&#x2013;2 MHz) repetition rate lasers to minimize heating through linear absorption. Scanning approaches on the other hand, require high excitation intensity but enable more efficient heat dissipation because of their small beam spot size; therefore, for short illumination times, a higher repetition rate laser (<xref ref-type="bibr" rid="B56">Ji et al., 2008</xref>) should be preferred in order to minimize peak-power-sensitive damages.</p>
</sec>
</sec>
<sec><title>3D Imaging</title>
<p>In order to combine photostimulation and functional imaging over large neuronal populations in extended volumes, it is necessary to elaborate strategies to decouple and independently control the photostimulation and the imaging plane. An exhaustive presentation of the existing imaging techniques have recently been presented in literature (<xref ref-type="bibr" rid="B55">Ji et al., 2016</xref>; <xref ref-type="bibr" rid="B121">Yang and Yuste, 2017</xref>). Here we will discuss the techniques that can be combined with 3D photoactivation, in volumetric all-optical studies.</p>
<p>Adoption of approaches for 3D imaging, involving fast mechanical axial movements of the objective lens with piezoelectric positioners (<xref ref-type="bibr" rid="B46">Grewe et al., 2010</xref>; <xref ref-type="bibr" rid="B57">Katona et al., 2011</xref>), in combination with 3D photoactivation methods can be rather challenging for an independent control of the stimulation and imaging planes. In that case, the microscope objective is shared by both photostimulation and imaging paths, and a 3D all-optical configuration would require a simultaneous readjustment of the axial position of the photostimulation foci, to compensate for the objective shifts. Since 3D photoactivation methods use a SLM to project the excitation spots/patterns to different axial planes at a maximum refresh rate of 3 ms (<xref ref-type="bibr" rid="B120">Yang et al., 2016</xref>), a combination of fast piezo-repositioning approaches is feasible in cases where imaging is done in few discrete axial planes (<xref ref-type="bibr" rid="B26">Cossell et al., 2015</xref>; <xref ref-type="bibr" rid="B93">Peron et al., 2015</xref>; <xref ref-type="bibr" rid="B109">Seelig and Jayaraman, 2015</xref>), but not possible when objectives need to be moved over an extended volume in a quasi-continuous way (<xref ref-type="bibr" rid="B46">Grewe et al., 2010</xref>; <xref ref-type="bibr" rid="B57">Katona et al., 2011</xref>).</p>
<p>Strategies involving the fast repositioning of the imaging focus by modulating the imaging beam divergence (Figure <xref ref-type="fig" rid="F3">3A</xref>), appear to be more convenient for all-optical volume investigations. This can be done by introducing a <italic>lens-effect</italic> in an upstream location of the imaging path, possibly in a plane conjugated to the objective back aperture to obtain a telecentric system. Clearly, the control of laser divergence must be fast enough to be compatible with functional imaging rates. Few technologies are commercially available for high-speed focus control through lenses. They are based either on the curvature change of a flexible-membrane electrically controlled lens (usually referred as Electrically Tunable Lens; ETL) (<xref ref-type="bibr" rid="B47">Grewe et al., 2011</xref>) or on ultrasounds propagating in a confined fluid, resulting in a tunable index of refraction gradient lens [usually referred as Tunable Acoustic Gradient (TAG) lens] that behaves like an aspheric lens (<xref ref-type="bibr" rid="B75">Mermillod-Blondin et al., 2008</xref>). ETLs have been mainly driven in stepping mode, enabling a &#x2248;15 ms refocus time and can be electronically synchronized with the two-photon scanning imaging acquisition (<xref ref-type="bibr" rid="B47">Grewe et al., 2011</xref>). They have been successfully applied in 3D all-optical experiments, enabling simultaneous two-photon imaging and photostimulation on three planes axially spanning over 100 &#x03BC;m in mammals (<xref ref-type="bibr" rid="B119">Yang et al., 2018</xref>) and on five planes axially spanning over 32 &#x03BC;m in zebrafish (<xref ref-type="bibr" rid="B29">Dal Maschio et al., 2017</xref>). In TAG varifocal lenses, the optical power varies continuously at resonant frequencies, thus enabling much higher speeds with a &#x2248;1 &#x03BC;s switching time, but they require careful control of oscillations through optical-phase locking (<xref ref-type="bibr" rid="B63">Kong et al., 2015</xref>). Volume imaging is built up by stacks of <italic>xz</italic> planes (where the fast-axis is along the axial direction) resulting in high-rate volume imaging ranging between 14 Hz (375 &#x00D7; 112 &#x00D7; 130 &#x03BC;m<sup>3</sup>) and 56 Hz (60 &#x00D7; 4 &#x00D7; 30 &#x03BC;m<sup>3</sup>).</p>
<p>Alternatively, SLMs or AODs can be used to dynamically control the degree of divergence of the imaging beam. SLM permits wavefront modulation resulting in fast beam refocusing (<xref ref-type="bibr" rid="B27">Dal Maschio et al., 2011</xref>) with refreshing rates up to 300 Hz. Importantly, in this case modulation is not limited to beam refocusing but can potentially be combined with more complex wavefront modulations, to correct optical aberrations (<xref ref-type="bibr" rid="B11">Booth, 2014</xref>) or to optimize the signal to noise ratio by targeting illumination of the cell (in this latter case in a CCD detection scheme) (<xref ref-type="bibr" rid="B40">Foust et al., 2015</xref>; <xref ref-type="bibr" rid="B15">Bovetti et al., 2017</xref>; <xref ref-type="bibr" rid="B115">Tanese et al., 2017</xref>). In the latter 2P near diffraction-limited stationary laser spots generated through CGH were used to perform scanless high-speed imaging of GCaMP6 activity in neurons <italic>in vivo</italic> on a CCD camera (<xref ref-type="bibr" rid="B15">Bovetti et al., 2017</xref>), or voltage imaging on dendritic spines (<xref ref-type="bibr" rid="B115">Tanese et al., 2017</xref>). CGH-shaped excitation was also used to improve the signal to noise ratio in voltage imaging experiments of dendrites and axons (<xref ref-type="bibr" rid="B40">Foust et al., 2015</xref>).</p>
<p>AODs can also be used for fast 3D beam repositioning. Using two pairs of orthogonal AODs addressed with counter-propagating acoustic waves of linearly varying frequency (chirped waves), it is possible to impress a precise <italic>xy</italic> radial deflection (determined by the center frequencies of the waves) and <italic>z</italic> axial displacement (determined by the amount of chirp) to the illumination beam. Being completely inertia-free, AOD systems can achieve very short commutation (24.5 &#x03BC;s for 3D random access) and dwell (0.05&#x2013;1.0 &#x03BC;s) times (<xref ref-type="bibr" rid="B61">Kirkby et al., 2010</xref>; <xref ref-type="bibr" rid="B76">Nadella et al., 2016</xref>). This makes AODs especially well-suited for high-rate random access point- or line-scanning imaging. For instance, in (<xref ref-type="bibr" rid="B58">Katona et al., 2012</xref>) the authors recorded responses from a population of individual neurons and glial cells, in the visual cortex of adult anesthetized mice, by automated tissue-drift compensation performed plane by plane, when obtaining a reference z-stack or between 3D random-access scans. They recorded spontaneous activity within 400 &#x00D7; 400 &#x00D7; 500 &#x03BC;m<sup>3</sup> at a frequency up to 56 Hz. In another example (<xref ref-type="bibr" rid="B76">Nadella et al., 2016</xref>), researchers performed random-access patch imaging of neurons in layer 2/3 of primary visual cortex in an awake behaving mouse at 50 Hz, as well as the simultaneous dendritic and somatic imaging of pyramidal neurons in the visual cortex of awake mice at 27.9 Hz, by applying <italic>post hoc</italic> movement correction of images. The downside of such systems is that the combination of four AODs in a series is associated with power losses up to 75% (<xref ref-type="bibr" rid="B102">Reddy et al., 2008</xref>; <xref ref-type="bibr" rid="B76">Nadella et al., 2016</xref>) and requires strategies to compensate the temporal and spatial dispersion (<xref ref-type="bibr" rid="B58">Katona et al., 2012</xref>). However, recent developments in the AOD technology allow more efficient and uniform light transmission over larger scan angles when focusing away from the nominal focal plane of the objective (<xref ref-type="bibr" rid="B76">Nadella et al., 2016</xref>).</p>
<p>Remote focusing is another approach enabling fast sequential imaging of axially separated planes. It allows remote axial shifting the imaging beam by integrating a classical raster scanning system with an axial scan unit, which comprises of an objective lens and a lightweight mirror (<xref ref-type="bibr" rid="B12">Botcherby et al., 2007</xref>, <xref ref-type="bibr" rid="B13">2012</xref>). Since the mirror is imaged on the sample plane, its oscillations are translated in a rapid change of focus in the sample, without physically moving the imaging objective lens. Fast oscillations are enabled by using a custom-built actuator constructed with a pair of galvanometer motors to scan the mirror in the kHz range. Importantly, as the two objectives are disposed to modify the beam wavefront with equal and opposite aberrations, the microscope is resilient to the systematic aberrations introduced by diverging beams that yield large focus shifts. Remote focusing enabled volume imaging of extracellular electrically induced calcium transients in OGB-loaded neurons up to 1 kHz, over a depth of 60 &#x03BC;m (<xref ref-type="bibr" rid="B13">Botcherby et al., 2012</xref>). Of note, other systems using remote focusing units, have used voice coil motors to drive the movable mirror at high speed (<xref ref-type="bibr" rid="B108">Rupprecht et al., 2016</xref>; <xref ref-type="bibr" rid="B111">Sofroniew et al., 2016</xref>).</p>
<p>Other volume imaging approaches, potentially compatible with 3D photostimulation, are based on multi-foci beams sent in parallel on the sample, imaging different planes simultaneously (Figure <xref ref-type="fig" rid="F3">3B</xref>), provided that <italic>ad hoc</italic> read-out demultiplexing strategies are adopted, to distinguish the signal coming from those planes. One possible strategy involves temporally multiplexed beams. Pulsed beams can be sent at different foci with different time delays. If the delays are superior to the fluorescence lifetime decay (in the range of few ns) and inferior to the inter-pulse interval, the fluorescence signal originating from different locations, can be distinguished by temporally demultiplexing the detected signal (<xref ref-type="bibr" rid="B4">Amir et al., 2007</xref>; <xref ref-type="bibr" rid="B24">Cheng et al., 2011</xref>). Other strategies rely on computational demultiplexing algorithms, which permit simultaneous multi-foci imaging, without introducing any temporal shifts among the beams. In this case, a priori knowledge of the cells distribution and sparsity of cortical neuronal activity, allow demixing signals from different planes, using independent component analysis or non-negative matrix factorization algorithms (<xref ref-type="bibr" rid="B120">Yang et al., 2016</xref>).</p>
<p>Further strategies use extended depth of field (EDF) imaging, where the illumination PSF elongates axially (<xref ref-type="bibr" rid="B14">Botcherby et al., 2006</xref>). Since several layers of cells are encompassed within the PSF (Figure <xref ref-type="fig" rid="F3">3C</xref>), a lateral scan of such a beam is equivalent to projecting a stack of axially displaced layers in a single plane. Volume imaging is thus enabled at speeds equal to scan-based planar imaging. Very high-volume rates of functional imaging can thus be obtained, provided that neural activity comes from the sparse distribution of neurons, that do not significantly overlap axially and an <italic>a priori</italic> high-resolution mapping of the cells position in the volume, is acquired. Bessel beam based EDF functional volume imaging has been reported <italic>in vivo</italic> at 30 Hz for volumes extending up to 160 &#x03BC;m (<xref ref-type="bibr" rid="B72">Lu et al., 2017</xref>).</p>
<p>EDF imaging can also be obtained by engineering the detection PSF. Here, the strategy is conceptually reversed compared to previous approaches: instead of attaining volume imaging by modifying the illumination beam, axial discrimination is achieved by modulating the detected fluorescent signal. Similar to the excitation PSF, the detection PSF can be phase-only modulated with a transparent static phase mask placed at a Fourier plane of the detection path, so that it does not disturb the numerical aperture and the photon throughput of the system (no photon losses). Imaging can then be performed with a CCD and computational tools can be used to recover image information over the entire extended depth of field, as in the case of the elongated excitation PSF. Researchers have shown that the use of cubic phase masks in such configurations, in combination with CGH-based target illumination, allows for simultaneous imaging of fluorescence signals arising from different 3D targeted points (<xref ref-type="bibr" rid="B100">Quirin et al., 2013</xref>). Moreover, an <italic>a priori</italic> information of the origin of the fluorescence signal, through targeted excitation with CGH spots, can remove any ambiguity arising from imaging unknown objects with extended axial features (<xref ref-type="bibr" rid="B100">Quirin et al., 2013</xref>). Here, the strategy is conceptually reversed compared to previous approaches: instead of attaining volume imaging by modifying the illumination beam, axial discrimination is achieved by modulating the detected fluorescent signal.</p>
<p>Alternatively, volumetric imaging can be obtained in a wide-field illumination configuration using Light Field Microscopy (LFM) (<xref ref-type="bibr" rid="B16">Broxton et al., 2013</xref>) (Figure <xref ref-type="fig" rid="F3">3D</xref>). A series of micro lenses are placed at the native image plane (i.e., the plane where a camera is put in standard wide-field configurations) and a relay lens system is used to reimage the lenslets&#x2019; back focal plane onto a camera (<xref ref-type="bibr" rid="B16">Broxton et al., 2013</xref>). Since in-focus and out-of-focus light results in different patterns at the camera, axial localization of the emitters in a sample volume can be obtained by computationally processing the image. The volumetric imaging speed is only limited by the CCD acquisition rate. Despite the high temporal performances, the application of LFM has been restricted to semi-transparent tissues due to scattering limitations (<xref ref-type="bibr" rid="B16">Broxton et al., 2013</xref>; <xref ref-type="bibr" rid="B25">Cohen et al., 2014</xref>; <xref ref-type="bibr" rid="B99">Prevedel et al., 2014</xref>). However, it has recently been proposed in a computational imaging approach, where it is integrated with high-dimensional, structured statistics enabling fast volumetric acquisition <italic>in vivo</italic> in the brains of mammals (<xref ref-type="bibr" rid="B48">Grosenick et al., 2017</xref>). If coupled with 3D photoactivation, particular attention needs to be paid when considering photoactivation cross-talk, as contamination induced by a single-photon wide-field imaging beam, may not be negligible.</p>
<p>Finally, light-sheet microscopy (LSM) represents another volumetric imaging approach (Figure <xref ref-type="fig" rid="F3">3E</xref>) particularly suited to whole-brain imaging of small-scale organisms (<xref ref-type="bibr" rid="B59">Keller and Ahrens, 2015</xref>; <xref ref-type="bibr" rid="B96">Power and Huisken, 2017</xref>), at single-cell imaging resolution (<xref ref-type="bibr" rid="B2">Ahrens et al., 2013</xref>). In this case, optical sectioning of the specimen is obtained in a conventional wide-field detection scheme, with an orthogonal illumination of the sample by means of a thin &#x201C;sheet&#x201D; of light coming from the side. Since excitation only yields in an axially confined planar portion of the sample, optically sectioned video-rate imaging of specific planes is enabled simply by using a common camera-based detection. 3D photostimulation coupling could be, e.g., envisaged by delivering photostimulation light through the high-NA detection objective. All-optical 3D functional investigations might then be obtained by adopting those LSM volumetric strategies involving axial light-sheet repositioning and varifocal ETL-based detection (<xref ref-type="bibr" rid="B37">Fahrbach et al., 2013</xref>) or cubic phase-based extended depth of field detection approaches, combined with imaging deconvolution (<xref ref-type="bibr" rid="B79">Olarte et al., 2015</xref>; <xref ref-type="bibr" rid="B101">Quirin et al., 2016</xref>). It is worth mentioning that, since the side-on light-sheet needs to uniformly excite a large portion of tissue, LSM is chiefly adopted for imaging of low-scattering media, even if imaging in relatively opaque tissues have been demonstrated in double-sided illumination and detection arrangements (<xref ref-type="bibr" rid="B116">Tomer et al., 2012</xref>; <xref ref-type="bibr" rid="B67">Lemon et al., 2015</xref>; <xref ref-type="bibr" rid="B36">Ezpeleta et al., 2016</xref>). Interestingly, double-sided illumination can be potentially used with one low-NA objective to generate the light-sheet and the other opposite-sided objective chosen with a high NA to address the 3D photostimulation patterns. At last, it should also be considered, that the orthogonal disposition of illumination and detection objectives, ultimately limit the geometric accessibility to the sample compared to other techniques relying on a single objective.</p>
</sec>
</sec>
<sec><title>Outlook</title>
<p>From this overview of the methods for 3D photoactivation and imaging, it is evident that these domains have tremendously advanced over the last few years. However, the combination of all-optical approaches is so far limited to use 2P scanning imaging modalities with an ETL (<xref ref-type="bibr" rid="B29">Dal Maschio et al., 2017</xref>; <xref ref-type="bibr" rid="B74">Mardinly et al., 2018</xref>; <xref ref-type="bibr" rid="B119">Yang et al., 2018</xref>), which is the most straightforward method for multiplane imaging, from those presented.</p>
<p>Nevertheless, the first steps have now been completed and we are entering an era where there will be an increasing demand for high-performance all-optical methods to tackle more complex biological questions. This will certainly prompt further developments for all-optical strategies in large excitation volumes and multi-area microscopes, where it will be possible, for instance, to activate a population of neurons in one area while monitoring the effects in another area of the brain (<xref ref-type="bibr" rid="B66">Lecoq et al., 2014</xref>; <xref ref-type="bibr" rid="B23">Chen et al., 2016</xref>). Furthermore, for imaging and photoactivation in large depths, development of micro-endoscopes based on miniaturized optics (<xref ref-type="bibr" rid="B125">Zong et al., 2017</xref>; <xref ref-type="bibr" rid="B126">Zou et al., 2017</xref>; <xref ref-type="bibr" rid="B83">Ozbay et al., 2018</xref>), able to perform all-optical manipulations, and use of three-photon excitation (<xref ref-type="bibr" rid="B53">Horton et al., 2013</xref>; <xref ref-type="bibr" rid="B20">Chen et al., 2018a</xref>; <xref ref-type="bibr" rid="B105">Rodr&#x00ED;guez et al., 2018</xref>), can be envisioned.</p>
</sec>
<sec><title>Author Contributions</title>
<p>EP conceived and organized the structure of the manuscript. EP and ER wrote the manuscript and prepared the figures. VE revised and contributed in writing the manuscript.</p>
</sec>
<sec><title>Conflict of Interest Statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. The handling Editor declared a past co-authorship with the authors.</p>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> EP acknowledges the &#x201C;Agence Nationale de la Recherche&#x201D; ANR (Grants ANR-15-CE19-0001-01, 3DHoloPAc) for financial support. ER acknowledges the European Research Council SYNERGY Grant Scheme (HELMHOLTZ, ERC Grant Agreement # 610110). VE acknowledges the National Institutes of Health (NIH) (1UF1NS107574-01), Human Frontier Science Program (HFSP) (RGP0015/2016), Fondation Bettencourt Shueller (Prix Coups d&#x2019;&#x00C9;lan pour la Recherche Fran&#x00E7;aise) and AXA Research Fund.</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Accanto</surname> <given-names>N.</given-names></name> <name><surname>Molinier</surname> <given-names>C.</given-names></name> <name><surname>Tanese</surname> <given-names>D.</given-names></name> <name><surname>Ronzitti</surname> <given-names>E.</given-names></name> <name><surname>Newman</surname> <given-names>Z. L.</given-names></name> <name><surname>Wyart</surname> <given-names>C.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Multiplexed temporally focused light shaping for high-resolution multi-cell targeting.</article-title> <source><italic>Optica</italic></source> <volume>5</volume> <fpage>1478</fpage>&#x2013;<lpage>1491</lpage>. <pub-id pub-id-type="doi">10.1364/OPTICA.5.001478</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ahrens</surname> <given-names>M. B.</given-names></name> <name><surname>Orger</surname> <given-names>M. B.</given-names></name> <name><surname>Robson</surname> <given-names>D. N.</given-names></name> <name><surname>Li</surname> <given-names>J. M.</given-names></name> <name><surname>Keller</surname> <given-names>P. J.</given-names></name></person-group> (<year>2013</year>). <article-title>Whole-brain functional imaging at cellular resolution using light-sheet microscopy.</article-title> <source><italic>Nat. Methods</italic></source> <volume>10</volume> <fpage>413</fpage>&#x2013;<lpage>420</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.2434</pub-id> <pub-id pub-id-type="pmid">23524393</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Airan</surname> <given-names>R. D.</given-names></name> <name><surname>Thompson</surname> <given-names>K. R.</given-names></name> <name><surname>Fenno</surname> <given-names>L. E.</given-names></name> <name><surname>Bernstein</surname> <given-names>H.</given-names></name> <name><surname>Deisseroth</surname> <given-names>K.</given-names></name></person-group> (<year>2009</year>). <article-title>Temporally precise in vivo control of intracellular signalling.</article-title> <source><italic>Nature</italic></source> <volume>458</volume> <fpage>1025</fpage>&#x2013;<lpage>1029</lpage>. <pub-id pub-id-type="doi">10.1038/nature07926</pub-id> <pub-id pub-id-type="pmid">19295515</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Amir</surname> <given-names>W.</given-names></name> <name><surname>Carriles</surname> <given-names>R.</given-names></name> <name><surname>Hoover</surname> <given-names>E. E.</given-names></name> <name><surname>Durfee</surname> <given-names>C. G.</given-names></name> <name><surname>Squier</surname> <given-names>J. A.</given-names></name></person-group> (<year>2007</year>). <article-title>Simultaneous imaging of multiple focal planes in scanning two-photon absorption microscope.</article-title> <source><italic>Opt. Lett.</italic></source> <volume>32</volume> <fpage>1731</fpage>&#x2013;<lpage>1733</lpage>. <pub-id pub-id-type="doi">10.1117/12.731868</pub-id> <pub-id pub-id-type="pmid">17572762</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Andrasfalvy</surname> <given-names>B. K.</given-names></name> <name><surname>Zemelman</surname> <given-names>B. V.</given-names></name> <name><surname>Tang</surname> <given-names>J.</given-names></name> <name><surname>Vaziri</surname> <given-names>A.</given-names></name></person-group> (<year>2010</year>). <article-title>Two-photon single-cell optogenetic control of neuronal activity by sculpted light.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>107</volume> <fpage>11981</fpage>&#x2013;<lpage>11986</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1006620107</pub-id> <pub-id pub-id-type="pmid">20543137</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anselmi</surname> <given-names>F.</given-names></name> <name><surname>Ventalon</surname> <given-names>C.</given-names></name> <name><surname>Begue</surname> <given-names>A.</given-names></name> <name><surname>Ogden</surname> <given-names>D.</given-names></name> <name><surname>Emiliani</surname> <given-names>V.</given-names></name> <name><surname>B&#x00E8;gue</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2011</year>). <article-title>Three-dimensional imaging and photostimulation by remote-focusing and holographic light patterning.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>108</volume> <fpage>19504</fpage>&#x2013;<lpage>19509</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1109111108</pub-id> <pub-id pub-id-type="pmid">22074779</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ba&#x00F1;as</surname> <given-names>A.</given-names></name> <name><surname>Gl&#x00FC;ckstad</surname> <given-names>J.</given-names></name></person-group> (<year>2017</year>). <article-title>Holo-GPC: holographic generalized phase contrast.</article-title> <source><italic>Opt. Commun.</italic></source> <volume>392</volume> <fpage>190</fpage>&#x2013;<lpage>195</lpage>. <pub-id pub-id-type="doi">10.1016/j.optcom.2017.01.036</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ba&#x00F1;as</surname> <given-names>A.</given-names></name> <name><surname>Palima</surname> <given-names>D.</given-names></name> <name><surname>Villangca</surname> <given-names>M.</given-names></name> <name><surname>Aabo</surname> <given-names>T.</given-names></name> <name><surname>Gl&#x00FC;ckstad</surname> <given-names>J.</given-names></name></person-group> (<year>2014</year>). <article-title>GPC light shaper for speckle-free one- and two- photon contiguous pattern excitation.</article-title> <source><italic>Opt. Express</italic></source> <volume>7102</volume> <fpage>5299</fpage>&#x2013;<lpage>5310</lpage>. <pub-id pub-id-type="doi">10.1364/OE.22.005299</pub-id> <pub-id pub-id-type="pmid">24663871</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Becker</surname> <given-names>Y.</given-names></name> <name><surname>Unger</surname> <given-names>E.</given-names></name> <name><surname>Fichte</surname> <given-names>M. A. H.</given-names></name> <name><surname>Gacek</surname> <given-names>D. A.</given-names></name> <name><surname>Dreuw</surname> <given-names>A.</given-names></name> <name><surname>Wachtveitl</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>A red-shifted two-photon-only caging group for three-dimensional photorelease.</article-title> <source><italic>Chem. Sci.</italic></source> <volume>9</volume> <fpage>2797</fpage>&#x2013;<lpage>2802</lpage>. <pub-id pub-id-type="doi">10.1039/C7SC05182D</pub-id> <pub-id pub-id-type="pmid">29732066</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>B&#x00E8;gue</surname> <given-names>A.</given-names></name> <name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name> <name><surname>Leshem</surname> <given-names>B.</given-names></name> <name><surname>Conti</surname> <given-names>R.</given-names></name> <name><surname>Enke</surname> <given-names>L.</given-names></name> <name><surname>Oron</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Two-photon excitation in scattering media by spatiotemporally shaped beams and their application in optogenetic stimulation.</article-title> <source><italic>Biomed. Opt. Express</italic></source> <volume>4</volume> <fpage>2869</fpage>&#x2013;<lpage>2879</lpage>. <pub-id pub-id-type="doi">10.1364/BOE.4.002869</pub-id> <pub-id pub-id-type="pmid">24409387</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Booth</surname> <given-names>M. J.</given-names></name></person-group> (<year>2014</year>). <article-title>Adaptive optical microscopy: the ongoing quest for a perfect image.</article-title> <source><italic>Light Sci. Appl.</italic></source> <volume>3</volume>:<issue>e165</issue>. <pub-id pub-id-type="doi">10.1038/lsa.2014.46</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Botcherby</surname> <given-names>E. J.</given-names></name> <name><surname>Juskaitis</surname> <given-names>R.</given-names></name> <name><surname>Booth</surname> <given-names>M. J.</given-names></name> <name><surname>Wilson</surname> <given-names>T.</given-names></name></person-group> (<year>2007</year>). <article-title>Aberration-free optical refocusing in high numerical aperture microscopy.</article-title> <source><italic>Opt. Lett.</italic></source> <volume>32</volume> <fpage>2007</fpage>&#x2013;<lpage>2009</lpage>. <pub-id pub-id-type="doi">10.1364/OL.32.002007</pub-id> <pub-id pub-id-type="pmid">17632625</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Botcherby</surname> <given-names>E. J.</given-names></name> <name><surname>Smith</surname> <given-names>C. W.</given-names></name> <name><surname>Kohl</surname> <given-names>M. M.</given-names></name> <name><surname>D&#x00E9;barre</surname> <given-names>D.</given-names></name> <name><surname>Booth</surname> <given-names>M. J.</given-names></name> <name><surname>Juskaitis</surname> <given-names>R.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Aberration-free three-dimensional multiphoton imaging of neuronal activity at kHz rates.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>109</volume> <fpage>2919</fpage>&#x2013;<lpage>2924</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1111662109</pub-id> <pub-id pub-id-type="pmid">22315405</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Botcherby</surname> <given-names>E. J. J.</given-names></name> <name><surname>Ju&#x0161;kaitis</surname> <given-names>R.</given-names></name> <name><surname>Wilson</surname> <given-names>T.</given-names></name> <name><surname>Botcherby</surname> <given-names>E. J. J.</given-names></name> <name><surname>Jus</surname> <given-names>R.</given-names></name> <name><surname>Juskaitis</surname> <given-names>R.</given-names></name><etal/></person-group> (<year>2006</year>). <article-title>Scanning two photon fluorescence microscopy with extended depth of field.</article-title> <source><italic>Opt. Commun.</italic></source> <volume>268</volume> <fpage>253</fpage>&#x2013;<lpage>260</lpage>. <pub-id pub-id-type="doi">10.1016/j.optcom.2006.07.026</pub-id> <pub-id pub-id-type="pmid">23609714</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bovetti</surname> <given-names>S.</given-names></name> <name><surname>Moretti</surname> <given-names>C.</given-names></name> <name><surname>Zucca</surname> <given-names>S.</given-names></name> <name><surname>Dal Maschio</surname> <given-names>M.</given-names></name> <name><surname>Bonifazi</surname> <given-names>P.</given-names></name> <name><surname>Fellin</surname> <given-names>T.</given-names></name></person-group> (<year>2017</year>). <article-title>Simultaneous high-speed imaging and optogenetic inhibition in the intact mouse brain.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>7</volume>:<issue>40041</issue>. <pub-id pub-id-type="doi">10.1038/srep40041</pub-id> <pub-id pub-id-type="pmid">28053310</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Broxton</surname> <given-names>M.</given-names></name> <name><surname>Grosenick</surname> <given-names>L.</given-names></name> <name><surname>Yang</surname> <given-names>S.</given-names></name> <name><surname>Cohen</surname> <given-names>N.</given-names></name> <name><surname>Andalman</surname> <given-names>A.</given-names></name> <name><surname>Deisseroth</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Wave optics theory and 3-D deconvolution for the light field microscope.</article-title> <source><italic>Opt. Express</italic></source> <volume>21</volume> <fpage>25418</fpage>&#x2013;<lpage>25439</lpage>. <pub-id pub-id-type="doi">10.1364/OE.21.025418</pub-id> <pub-id pub-id-type="pmid">24150383</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carrillo-reid</surname> <given-names>L.</given-names></name> <name><surname>Yang</surname> <given-names>W.</given-names></name> <name><surname>Bando</surname> <given-names>Y.</given-names></name> <name><surname>Peterka</surname> <given-names>D. S.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name></person-group> (<year>2016</year>). <article-title>Imprinting and recalling cortical ensembles.</article-title> <source><italic>Science</italic></source> <volume>353</volume> <fpage>691</fpage>&#x2013;<lpage>694</lpage>. <pub-id pub-id-type="doi">10.1126/science.aaf7560</pub-id> <pub-id pub-id-type="pmid">27516599</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carroll</surname> <given-names>E. C.</given-names></name> <name><surname>Berlin</surname> <given-names>S.</given-names></name> <name><surname>Levitz</surname> <given-names>J.</given-names></name> <name><surname>Kienzler</surname> <given-names>M. A.</given-names></name> <name><surname>Yuan</surname> <given-names>Z.</given-names></name> <name><surname>Madsen</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Two-photon brightness of azobenzene photoswitches designed for glutamate receptor optogenetics.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>112</volume> <fpage>E776</fpage>&#x2013;<lpage>E785</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1416942112</pub-id> <pub-id pub-id-type="pmid">25653339</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chaigneau</surname> <given-names>E.</given-names></name> <name><surname>Ronzitti</surname> <given-names>E.</given-names></name> <name><surname>Gajowa</surname> <given-names>A. M.</given-names></name> <name><surname>Soler-Llavina</surname> <given-names>J. G.</given-names></name> <name><surname>Tanese</surname> <given-names>D.</given-names></name> <name><surname>Brureau</surname> <given-names>Y. B. A.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Two-photon holographic stimulation of ReaChR.</article-title> <source><italic>Front. Cell. Neurosci.</italic></source> <volume>10</volume>:<issue>234</issue>. <pub-id pub-id-type="doi">10.3389/fncel.2016.00234</pub-id> <pub-id pub-id-type="pmid">27803649</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>B.</given-names></name> <name><surname>Huang</surname> <given-names>X.</given-names></name> <name><surname>Gou</surname> <given-names>D.</given-names></name> <name><surname>Zeng</surname> <given-names>J.</given-names></name> <name><surname>Chen</surname> <given-names>G.</given-names></name> <name><surname>Pang</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2018a</year>). <article-title>Rapid volumetric imaging with Bessel-Beam three-photon microscopy.</article-title> <source><italic>Biomed. Opt. Express</italic></source> <volume>9</volume> <fpage>1992</fpage>&#x2013;<lpage>2000</lpage>. <pub-id pub-id-type="doi">10.1364/BOE.9.001992</pub-id> <pub-id pub-id-type="pmid">29675334</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>I. W.</given-names></name> <name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name> <name><surname>Emiliani</surname> <given-names>V.</given-names></name></person-group> (<year>2018b</year>). <article-title>Towards circuit optogenetics.</article-title> <source><italic>Curr. Opin. Neurobiol.</italic></source> <volume>50</volume> <fpage>179</fpage>&#x2013;<lpage>189</lpage>. <pub-id pub-id-type="doi">10.1016/j.conb.2018.03.008</pub-id> <pub-id pub-id-type="pmid">29635216</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>I.-W.</given-names></name> <name><surname>Ronzitti</surname> <given-names>E.</given-names></name> <name><surname>Lee</surname> <given-names>R. B.</given-names></name> <name><surname>Daigle</surname> <given-names>L. T.</given-names></name> <name><surname>Zeng</surname> <given-names>H.</given-names></name> <name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name><etal/></person-group> (<year>2018c</year>). Parallel holographic illumination enables sub-millisecond two-photon optogenetic activation in mouse visual cortex in vivo. <italic>bioRxiv</italic> [Preprint]. <pub-id pub-id-type="doi">10.1101/250795</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>J. L.</given-names></name> <name><surname>Voigt</surname> <given-names>F. F.</given-names></name> <name><surname>Javadzadeh</surname> <given-names>M.</given-names></name> <name><surname>Krueppel</surname> <given-names>R.</given-names></name> <name><surname>Helmchen</surname> <given-names>F.</given-names></name></person-group> (<year>2016</year>). <article-title>Long-Range population dynamics of anatomically defined neocortical networks.</article-title> <source><italic>eLife</italic></source> <volume>5</volume>:<issue>e14679</issue>. <pub-id pub-id-type="doi">10.7554/eLife.14679</pub-id> <pub-id pub-id-type="pmid">27218452</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cheng</surname> <given-names>A.</given-names></name> <name><surname>Gon&#x00E7;alves</surname> <given-names>J. T.</given-names></name> <name><surname>Golshani</surname> <given-names>P.</given-names></name> <name><surname>Arisaka</surname> <given-names>K.</given-names></name> <name><surname>Portera-Cailliau</surname> <given-names>C.</given-names></name></person-group> (<year>2011</year>). <article-title>Simultaneous two-photon calcium imaging at different depths with spatiotemporal multiplexing.</article-title> <source><italic>Nat. Methods</italic></source> <volume>8</volume> <fpage>139</fpage>&#x2013;<lpage>142</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.1552</pub-id> <pub-id pub-id-type="pmid">21217749</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cohen</surname> <given-names>N.</given-names></name> <name><surname>Yang</surname> <given-names>S.</given-names></name> <name><surname>Andalman</surname> <given-names>A.</given-names></name> <name><surname>Broxton</surname> <given-names>M.</given-names></name> <name><surname>Grosenick</surname> <given-names>L.</given-names></name> <name><surname>Deisseroth</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Enhancing the performance of the light field microscope using wavefront coding.</article-title> <source><italic>Opt. Express</italic></source> <volume>22</volume> <fpage>24817</fpage>&#x2013;<lpage>24839</lpage>. <pub-id pub-id-type="doi">10.1364/OE.22.024817</pub-id> <pub-id pub-id-type="pmid">25322056</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cossell</surname> <given-names>L.</given-names></name> <name><surname>Iacaruso</surname> <given-names>M. F.</given-names></name> <name><surname>Muir</surname> <given-names>D. R.</given-names></name> <name><surname>Houlton</surname> <given-names>R.</given-names></name> <name><surname>Sader</surname> <given-names>E. N.</given-names></name> <name><surname>Ko</surname> <given-names>H.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Functional organization of excitatory synaptic strength in primary visual cortex.</article-title> <source><italic>Nature</italic></source> <volume>518</volume> <fpage>399</fpage>&#x2013;<lpage>403</lpage>. <pub-id pub-id-type="doi">10.1038/nature14182</pub-id> <pub-id pub-id-type="pmid">25652823</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dal Maschio</surname> <given-names>M.</given-names></name> <name><surname>De Stasi</surname> <given-names>A. M.</given-names></name> <name><surname>Benfenati</surname> <given-names>F.</given-names></name> <name><surname>Fellin</surname> <given-names>T.</given-names></name></person-group> (<year>2011</year>). <article-title>Three-dimensional in vivo scanning microscopy with inertia-free focus control.</article-title> <source><italic>Opt. Lett.</italic></source> <volume>36</volume> <fpage>3503</fpage>&#x2013;<lpage>3505</lpage>. <pub-id pub-id-type="doi">10.1364/OL.36.003503</pub-id> <pub-id pub-id-type="pmid">21886258</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dal Maschio</surname> <given-names>M.</given-names></name> <name><surname>Difato</surname> <given-names>F.</given-names></name> <name><surname>Beltramo</surname> <given-names>R.</given-names></name> <name><surname>Blau</surname> <given-names>A.</given-names></name> <name><surname>Benfenati</surname> <given-names>F.</given-names></name> <name><surname>Fellin</surname> <given-names>T.</given-names></name></person-group> (<year>2010</year>). <article-title>Simultaneous two-photon imaging and photo-stimulation with structured light illumination.</article-title> <source><italic>Opt. Express</italic></source> <volume>18</volume> <fpage>18720</fpage>&#x2013;<lpage>18731</lpage>. <pub-id pub-id-type="doi">10.1364/OE.18.018720</pub-id> <pub-id pub-id-type="pmid">20940765</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dal Maschio</surname> <given-names>M.</given-names></name> <name><surname>Donovan</surname> <given-names>J. C.</given-names></name> <name><surname>Helmbrecht</surname> <given-names>T. O.</given-names></name> <name><surname>Baier</surname> <given-names>H.</given-names></name></person-group> (<year>2017</year>). <article-title>Linking neurons to network function and behavior by two-photon holographic optogenetics and volumetric imaging.</article-title> <source><italic>Neuron</italic></source> <volume>94</volume> <fpage>774</fpage>&#x2013;<lpage>789</lpage>.e5. <pub-id pub-id-type="doi">10.1016/j.neuron.2017.04.034</pub-id> <pub-id pub-id-type="pmid">28521132</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dana</surname> <given-names>H.</given-names></name> <name><surname>Shoham</surname> <given-names>S.</given-names></name></person-group> (<year>2012</year>). <article-title>Remotely scanned multiphoton temporal focusing by axial grism scanning.</article-title> <source><italic>Opt. Lett.</italic></source> <volume>37</volume> <fpage>2913</fpage>&#x2013;<lpage>2915</lpage>. <pub-id pub-id-type="doi">10.1364/OL.37.002913</pub-id> <pub-id pub-id-type="pmid">22825176</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Di Leonardo</surname> <given-names>R.</given-names></name> <name><surname>Ianni</surname> <given-names>F.</given-names></name> <name><surname>Ruocco</surname> <given-names>G.</given-names></name></person-group> (<year>2007</year>). <article-title>Computer generation of optimal holograms for optical trap arrays.</article-title> <source><italic>Opt. Express</italic></source> <volume>15</volume> <fpage>1913</fpage>&#x2013;<lpage>1922</lpage>. <pub-id pub-id-type="doi">10.1364/OE.15.001913</pub-id> <pub-id pub-id-type="pmid">19532430</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ducros</surname> <given-names>M.</given-names></name> <name><surname>Goulam Houssen</surname> <given-names>Y.</given-names></name> <name><surname>Bradley</surname> <given-names>J.</given-names></name> <name><surname>de Sars</surname> <given-names>V.</given-names></name> <name><surname>Charpak</surname> <given-names>S.</given-names></name></person-group> (<year>2013</year>). <article-title>Encoded multisite two-photon microscopy.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>110</volume> <fpage>13138</fpage>&#x2013;<lpage>13143</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1307818110</pub-id> <pub-id pub-id-type="pmid">23798397</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Durst</surname> <given-names>M. E.</given-names></name> <name><surname>Zhu</surname> <given-names>G.</given-names></name> <name><surname>Xu</surname> <given-names>C.</given-names></name></person-group> (<year>2006</year>). <article-title>Simultaneous spatial and temporal focusing for axial scanning.</article-title> <source><italic>Opt. Express</italic></source> <volume>14</volume> <fpage>12243</fpage>&#x2013;<lpage>12254</lpage>. <pub-id pub-id-type="doi">10.1364/OE.14.012243</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Durst</surname> <given-names>M. E.</given-names></name> <name><surname>Zhu</surname> <given-names>G.</given-names></name> <name><surname>Xu</surname> <given-names>C.</given-names></name></person-group> (<year>2008</year>). <article-title>Simultaneous spatial and temporal focusing in nonlinear microscopy.</article-title> <source><italic>Opt. Commun.</italic></source> <volume>281</volume> <fpage>1796</fpage>&#x2013;<lpage>1805</lpage>. <pub-id pub-id-type="doi">10.1016/j.optcom.2007.05.071</pub-id> <pub-id pub-id-type="pmid">18496597</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Emiliani</surname> <given-names>V.</given-names></name> <name><surname>Cohen</surname> <given-names>A. E.</given-names></name> <name><surname>Deisseroth</surname> <given-names>K.</given-names></name> <name><surname>H&#x00E4;usser</surname> <given-names>M.</given-names></name></person-group> (<year>2015</year>). <article-title>All-optical interrogation of neural circuits.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>35</volume> <fpage>13917</fpage>&#x2013;<lpage>13926</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.2916-15.2015</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ezpeleta</surname> <given-names>E.</given-names></name> <name><surname>Zurutuza</surname> <given-names>U.</given-names></name> <name><surname>Hidalgo</surname> <given-names>J. M. G.</given-names></name></person-group> (<year>2016</year>). <article-title>Using personality recognition techniques to improve Bayesian spam filtering.</article-title> <source><italic>Proces. Leng. Nat.</italic></source> <volume>57</volume> <fpage>125</fpage>&#x2013;<lpage>132</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.2064</pub-id> <pub-id pub-id-type="pmid">22660739</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fahrbach</surname> <given-names>F.</given-names></name> <name><surname>Voigt</surname> <given-names>F.</given-names></name> <name><surname>Schmid</surname> <given-names>B.</given-names></name> <name><surname>Helmchen</surname> <given-names>F.</given-names></name> <name><surname>Huisken</surname> <given-names>J.</given-names></name></person-group> (<year>2013</year>). <article-title>Rapid 3D light-sheet microscopy with a tunable lens.</article-title> <source><italic>Opt. Express</italic></source> <volume>21</volume> <fpage>1963</fpage>&#x2013;<lpage>1975</lpage>. <pub-id pub-id-type="doi">10.1364/OE.21.021010</pub-id> <pub-id pub-id-type="pmid">24103973</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Forli</surname> <given-names>A.</given-names></name> <name><surname>Vecchia</surname> <given-names>D.</given-names></name> <name><surname>Binini</surname> <given-names>N.</given-names></name> <name><surname>Succol</surname> <given-names>F.</given-names></name> <name><surname>Bovetti</surname> <given-names>S.</given-names></name> <name><surname>Moretti</surname> <given-names>C.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Two-photon bidirectional control and imaging of neuronal excitability with high spatial resolution in vivo.</article-title> <source><italic>Cell Rep.</italic></source> <volume>22</volume> <fpage>2809</fpage>&#x2013;<lpage>2817</lpage>. <pub-id pub-id-type="doi">10.1016/j.celrep.2018.02.063</pub-id> <pub-id pub-id-type="pmid">29539433</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>F&#x00F6;rster</surname> <given-names>D.</given-names></name> <name><surname>Dal Maschio</surname> <given-names>M.</given-names></name> <name><surname>Laurell</surname> <given-names>E.</given-names></name> <name><surname>Baier</surname> <given-names>H.</given-names></name></person-group> (<year>2017</year>). <article-title>An optogenetic toolbox for unbiased discovery of functionally connected cells in neural circuits.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>8</volume>:<issue>116</issue>. <pub-id pub-id-type="doi">10.1038/s41467-017-00160-z</pub-id> <pub-id pub-id-type="pmid">28740141</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Foust</surname> <given-names>A. J.</given-names></name> <name><surname>Zampini</surname> <given-names>V.</given-names></name> <name><surname>Tanese</surname> <given-names>D.</given-names></name> <name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name> <name><surname>Emiliani</surname> <given-names>V.</given-names></name></person-group> (<year>2015</year>). <article-title>Computer-generated holography enhances voltage dye fluorescence discrimination in adjacent neuronal structures.</article-title> <source><italic>Neurophotonics</italic></source> <volume>2</volume>:<issue>021007</issue>. <pub-id pub-id-type="doi">10.1117/1.NPh.2.2.021007</pub-id> <pub-id pub-id-type="pmid">26157998</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gerchberg</surname> <given-names>R. W.</given-names></name> <name><surname>Saxton</surname> <given-names>W. O.</given-names></name></person-group> (<year>1972</year>). <article-title>A practical algorithm for the determination of the phase from image and diffraction pictures.</article-title> <source><italic>Optik</italic></source> <volume>35</volume> <fpage>237</fpage>&#x2013;<lpage>246</lpage>.</citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gl&#x00FC;ckstad</surname> <given-names>J.</given-names></name></person-group> (<year>1996</year>). <article-title>Phase contrast image synthesis.</article-title> <source><italic>Opt. Commun.</italic></source> <volume>130</volume> <fpage>225</fpage>&#x2013;<lpage>230</lpage>. <pub-id pub-id-type="doi">10.1016/0030-4018(96)00339-2</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Go</surname> <given-names>M. A.</given-names></name> <name><surname>Ng</surname> <given-names>P.-F.</given-names></name> <name><surname>Bachor</surname> <given-names>H. A.</given-names></name> <name><surname>Daria</surname> <given-names>V. R.</given-names></name></person-group> (<year>2011</year>). <article-title>Optimal complex field holographic projection.</article-title> <source><italic>Opt. Lett.</italic></source> <volume>36</volume> <fpage>3073</fpage>&#x2013;<lpage>3075</lpage>. <pub-id pub-id-type="doi">10.1364/OL.36.003073</pub-id> <pub-id pub-id-type="pmid">21847164</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Go</surname> <given-names>M. A.</given-names></name> <name><surname>Stricker</surname> <given-names>C.</given-names></name> <name><surname>Redman</surname> <given-names>S.</given-names></name> <name><surname>Bachor</surname> <given-names>H.-A. A.</given-names></name> <name><surname>Daria</surname> <given-names>V. R.</given-names></name></person-group> (<year>2012</year>). <article-title>Simultaneous multi-site two-photon photostimulation in three dimensions.</article-title> <source><italic>J. Biophotonics</italic></source> <volume>5</volume> <fpage>745</fpage>&#x2013;<lpage>753</lpage>. <pub-id pub-id-type="doi">10.1002/jbio.201100101</pub-id> <pub-id pub-id-type="pmid">22345073</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>G&#x00F6;bel</surname> <given-names>W.</given-names></name> <name><surname>Kampa</surname> <given-names>B. M.</given-names></name> <name><surname>Helmchen</surname> <given-names>F.</given-names></name> <name><surname>Go</surname> <given-names>W.</given-names></name></person-group> (<year>2007</year>). <article-title>Imaging cellular network dynamics in three dimensions using fast 3D laser scanning.</article-title> <source><italic>Nat. Methods</italic></source> <volume>4</volume> <fpage>73</fpage>&#x2013;<lpage>79</lpage>. <pub-id pub-id-type="doi">10.1038/NMETH989</pub-id> <pub-id pub-id-type="pmid">17143280</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grewe</surname> <given-names>B. F.</given-names></name> <name><surname>Langer</surname> <given-names>D.</given-names></name> <name><surname>Kasper</surname> <given-names>H.</given-names></name> <name><surname>Kampa</surname> <given-names>B. M.</given-names></name> <name><surname>Helmchen</surname> <given-names>F.</given-names></name></person-group> (<year>2010</year>). <article-title>High-speed in vivo calcium imaging reveals neuronal network activity with near-millisecond precision.</article-title> <source><italic>Nat. Methods</italic></source> <volume>7</volume> <fpage>399</fpage>&#x2013;<lpage>405</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.1453</pub-id> <pub-id pub-id-type="pmid">20400966</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grewe</surname> <given-names>B. F.</given-names></name> <name><surname>Voigt</surname> <given-names>F. F.</given-names></name> <name><surname>van &#x2019;t Hoff</surname> <given-names>M.</given-names></name> <name><surname>Helmchen</surname> <given-names>F.</given-names></name> <name><surname>van &#x2019;t Hoff</surname> <given-names>M.</given-names></name> <name><surname>Helmchen</surname> <given-names>F.</given-names></name><etal/></person-group> (<year>2011</year>). <article-title>Fast two-layer two-photon imaging of neuronal cell populations using an electrically tunable lens.</article-title> <source><italic>Biomed. Opt. Express</italic></source> <volume>2</volume> <fpage>2035</fpage>&#x2013;<lpage>2046</lpage>. <pub-id pub-id-type="doi">10.1364/BOE.2.002035</pub-id> <pub-id pub-id-type="pmid">21750778</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grosenick</surname> <given-names>L. M.</given-names></name> <name><surname>Broxton</surname> <given-names>M.</given-names></name> <name><surname>Kim</surname> <given-names>C. K.</given-names></name> <name><surname>Liston</surname> <given-names>C.</given-names></name> <name><surname>Poole</surname> <given-names>B.</given-names></name> <name><surname>Yang</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Identification of cellular-activity dynamics across large tissue volumes in the mammalian brain.</article-title> <source><italic>bioRxiv</italic></source> [Preprint]. <pub-id pub-id-type="doi">10.1101/132688</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guruge</surname> <given-names>C.</given-names></name> <name><surname>Ouedraogo</surname> <given-names>Y. P.</given-names></name> <name><surname>Comitz</surname> <given-names>R. L.</given-names></name> <name><surname>Ma</surname> <given-names>J.</given-names></name> <name><surname>Losonczy</surname> <given-names>A.</given-names></name> <name><surname>Nesnas</surname> <given-names>N.</given-names></name></person-group> (<year>2018</year>). <article-title>Improved synthesis of caged glutamate and caging each functional group.</article-title> <source><italic>ACS Chem. Neurosci.</italic></source> <volume>9</volume> <fpage>2713</fpage>&#x2013;<lpage>2727</lpage>. <pub-id pub-id-type="doi">10.1021/acschemneuro.8b00152</pub-id> <pub-id pub-id-type="pmid">29750497</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Haist</surname> <given-names>T.</given-names></name> <name><surname>Sch&#x00F6;nleber</surname> <given-names>M.</given-names></name> <name><surname>Tiziani</surname> <given-names>H.</given-names></name></person-group> (<year>1997</year>). <article-title>Computer-generated holograms from 3D-objects written on twisted-nematic liquid crystal displays.</article-title> <source><italic>Opt. Commun.</italic></source> <volume>140</volume> <fpage>299</fpage>&#x2013;<lpage>308</lpage>. <pub-id pub-id-type="doi">10.1016/S0030-4018(97)00192-2</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Herlitze</surname> <given-names>S.</given-names></name> <name><surname>Landmesser</surname> <given-names>L. T.</given-names></name></person-group> (<year>2007</year>). <article-title>New optical tools for controlling neuronal activity.</article-title> <source><italic>Curr. Opin. Neurobiol.</italic></source> <volume>17</volume> <fpage>87</fpage>&#x2013;<lpage>94</lpage>. <pub-id pub-id-type="doi">10.1016/j.conb.2006.12.002</pub-id> <pub-id pub-id-type="pmid">17174547</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hernandez</surname> <given-names>O.</given-names></name> <name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name> <name><surname>Tanese</surname> <given-names>D.</given-names></name> <name><surname>Fidelin</surname> <given-names>K.</given-names></name> <name><surname>Wyart</surname> <given-names>C.</given-names></name> <name><surname>Emiliani</surname> <given-names>V.</given-names></name></person-group> (<year>2016</year>). <article-title>Three-dimensional spatiotemporal focusing of holographic patterns.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>7</volume>:<issue>11928</issue>. <pub-id pub-id-type="doi">10.1038/ncomms11928</pub-id> <pub-id pub-id-type="pmid">27306044</pub-id></citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Horton</surname> <given-names>N. G.</given-names></name> <name><surname>Wang</surname> <given-names>K.</given-names></name> <name><surname>Kobat</surname> <given-names>D.</given-names></name> <name><surname>Clark</surname> <given-names>C. G.</given-names></name> <name><surname>Wise</surname> <given-names>F. W.</given-names></name> <name><surname>Schaffer</surname> <given-names>C. B.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>In vivo three-photon microscopy of subcortical structures within an intact mouse brain.</article-title> <source><italic>Nat. Photonics</italic></source> <volume>7</volume> <fpage>205</fpage>&#x2013;<lpage>209</lpage>. <pub-id pub-id-type="doi">10.1038/nphoton.2012.336</pub-id> <pub-id pub-id-type="pmid">24353743</pub-id></citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Isobe</surname> <given-names>K.</given-names></name> <name><surname>Hashimoto</surname> <given-names>H.</given-names></name> <name><surname>Suda</surname> <given-names>A.</given-names></name> <name><surname>Kannari</surname> <given-names>F.</given-names></name> <name><surname>Kawano</surname> <given-names>H.</given-names></name> <name><surname>Mizuno</surname> <given-names>H.</given-names></name><etal/></person-group> (<year>2010</year>). <article-title>Measurement of two-photon excitation spectrum used to photoconvert a fluorescent protein (Kaede) by nonlinear Fourier-transform spectroscopy.</article-title> <source><italic>Biomed. Opt. Express</italic></source> <volume>1</volume> <fpage>687</fpage>&#x2013;<lpage>693</lpage>. <pub-id pub-id-type="doi">10.1364/BOE.1.000687</pub-id> <pub-id pub-id-type="pmid">21258500</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ji</surname> <given-names>N.</given-names></name> <name><surname>Freeman</surname> <given-names>J.</given-names></name> <name><surname>Smith</surname> <given-names>S. L.</given-names></name></person-group> (<year>2016</year>). <article-title>Technologies for imaging neural activity in large volumes.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>19</volume> <fpage>1154</fpage>&#x2013;<lpage>1164</lpage>. <pub-id pub-id-type="doi">10.1038/nn.4358</pub-id> <pub-id pub-id-type="pmid">27571194</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ji</surname> <given-names>N.</given-names></name> <name><surname>Magee</surname> <given-names>J. C.</given-names></name> <name><surname>Betzig</surname> <given-names>E.</given-names></name></person-group> (<year>2008</year>). <article-title>High-speed, low-photodamage nonlinear imaging using passive pulse splitters.</article-title> <source><italic>Nat. Methods</italic></source> <volume>5</volume> <fpage>197</fpage>&#x2013;<lpage>202</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.1175</pub-id> <pub-id pub-id-type="pmid">18204458</pub-id></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Katona</surname> <given-names>G.</given-names></name> <name><surname>Kasz&#x00E1;s</surname> <given-names>A.</given-names></name> <name><surname>Turi</surname> <given-names>G. F.</given-names></name> <name><surname>H&#x00E1;jos</surname> <given-names>N.</given-names></name> <name><surname>Tam&#x00E1;s</surname> <given-names>G.</given-names></name> <name><surname>Vizi</surname> <given-names>E. S.</given-names></name><etal/></person-group> (<year>2011</year>). <article-title>Roller Coaster Scanning reveals spontaneous triggering of dendritic spikes in CA1 interneurons.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>108</volume> <fpage>2148</fpage>&#x2013;<lpage>2153</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1009270108</pub-id> <pub-id pub-id-type="pmid">21224413</pub-id></citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Katona</surname> <given-names>G.</given-names></name> <name><surname>Szalay</surname> <given-names>G.</given-names></name> <name><surname>Ma&#x00E1;k</surname> <given-names>P.</given-names></name> <name><surname>Kasz&#x00E1;s</surname> <given-names>A.</given-names></name> <name><surname>Veress</surname> <given-names>M.</given-names></name> <name><surname>Hillier</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Fast two-photon in vivo imaging with three-dimensional random-access scanning in large tissue volumes.</article-title> <source><italic>Nat. Methods</italic></source> <volume>9</volume> <fpage>201</fpage>&#x2013;<lpage>208</lpage>. <pub-id pub-id-type="doi">10.1038/nMeth.1851</pub-id> <pub-id pub-id-type="pmid">22231641</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Keller</surname> <given-names>P. J.</given-names></name> <name><surname>Ahrens</surname> <given-names>M. B.</given-names></name></person-group> (<year>2015</year>). <article-title>Visualizing whole-brain activity and development at the single-cell level using light-sheet microscopy.</article-title> <source><italic>Neuron</italic></source> <volume>85</volume> <fpage>462</fpage>&#x2013;<lpage>483</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2014.12.039</pub-id> <pub-id pub-id-type="pmid">25654253</pub-id></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>E. H.</given-names></name> <name><surname>Chin</surname> <given-names>G.</given-names></name> <name><surname>Rong</surname> <given-names>G.</given-names></name> <name><surname>Poskanzer</surname> <given-names>K. E.</given-names></name> <name><surname>Clark</surname> <given-names>H. A.</given-names></name></person-group> (<year>2018</year>). <article-title>Optical probes for neurobiological sensing and imaging.</article-title> <source><italic>Acc. Chem. Res.</italic></source> <volume>51</volume> <fpage>1023</fpage>&#x2013;<lpage>1032</lpage>. <pub-id pub-id-type="doi">10.1021/acs.accounts.7b00564</pub-id> <pub-id pub-id-type="pmid">29652127</pub-id></citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kirkby</surname> <given-names>P. A.</given-names></name> <name><surname>Srinivas Nadella</surname> <given-names>K. M.</given-names></name> <name><surname>Silver</surname> <given-names>R. A.</given-names></name></person-group> (<year>2010</year>). <article-title>A compact Acousto-optic lens for 2D and 3D femtosecond based 2-photon microscopy.</article-title> <source><italic>Opt. Express</italic></source> <volume>18</volume> <fpage>13721</fpage>&#x2013;<lpage>13745</lpage>. <pub-id pub-id-type="doi">10.1364/OE.18.013720</pub-id> <pub-id pub-id-type="pmid">20588506</pub-id></citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Klapoetke</surname> <given-names>N. C.</given-names></name> <name><surname>Murata</surname> <given-names>Y.</given-names></name> <name><surname>Kim</surname> <given-names>S. S.</given-names></name> <name><surname>Pulver</surname> <given-names>S. R.</given-names></name> <name><surname>Birdsey-Benson</surname> <given-names>A.</given-names></name> <name><surname>Cho</surname> <given-names>Y. K.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Independent optical excitation of distinct neural populations.</article-title> <source><italic>Nat. Methods</italic></source> <volume>11</volume> <fpage>338</fpage>&#x2013;<lpage>346</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.2836</pub-id> <pub-id pub-id-type="pmid">24509633</pub-id></citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kong</surname> <given-names>L.</given-names></name> <name><surname>Tang</surname> <given-names>J.</given-names></name> <name><surname>Little</surname> <given-names>J. P.</given-names></name> <name><surname>Yu</surname> <given-names>Y.</given-names></name> <name><surname>L&#x00E4;mmermann</surname> <given-names>T.</given-names></name> <name><surname>Lin</surname> <given-names>C. P.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Continuous volumetric imaging via an optical phase-locked ultrasound lens.</article-title> <source><italic>Nat. Methods</italic></source> <volume>12</volume> <fpage>759</fpage>&#x2013;<lpage>762</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.3476</pub-id> <pub-id pub-id-type="pmid">26167641</pub-id></citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>K&#x00F6;nig</surname> <given-names>K.</given-names></name> <name><surname>Becker</surname> <given-names>T. W.</given-names></name> <name><surname>Fischer</surname> <given-names>P.</given-names></name> <name><surname>Riemann</surname> <given-names>I.</given-names></name> <name><surname>Halbhuber</surname> <given-names>K.-J.</given-names></name></person-group> (<year>1999</year>). <article-title>Pulse-length dependence of cellular response to intense near-infrared laser pulses in multiphoton microscopes.</article-title> <source><italic>Opt. Lett.</italic></source> <volume>24</volume> <fpage>113</fpage>&#x2013;<lpage>115</lpage>. <pub-id pub-id-type="doi">10.1364/OL.24.000113</pub-id> <pub-id pub-id-type="pmid">18071425</pub-id></citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kwon</surname> <given-names>T.</given-names></name> <name><surname>Sakamoto</surname> <given-names>M.</given-names></name> <name><surname>Peterka</surname> <given-names>D. S.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name></person-group> (<year>2017</year>). <article-title>Attenuation of synaptic potentials in dendritic spines.</article-title> <source><italic>Cell Rep.</italic></source> <volume>20</volume> <fpage>1100</fpage>&#x2013;<lpage>1110</lpage>. <pub-id pub-id-type="doi">10.1016/j.celrep.2017.07.012</pub-id> <pub-id pub-id-type="pmid">28768195</pub-id></citation></ref>
<ref id="B66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lecoq</surname> <given-names>J.</given-names></name> <name><surname>Savall</surname> <given-names>J.</given-names></name> <name><surname>Vu&#x00E8;ini&#x00E6;</surname> <given-names>D.</given-names></name> <name><surname>Grewe</surname> <given-names>B. F.</given-names></name> <name><surname>Kim</surname> <given-names>H.</given-names></name> <name><surname>Li</surname> <given-names>J. Z.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Visualizing mammalian brain area interactions by dual-axis two-photon calcium imaging.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>17</volume> <fpage>1825</fpage>&#x2013;<lpage>1829</lpage>. <pub-id pub-id-type="doi">10.1038/nn.3867</pub-id> <pub-id pub-id-type="pmid">25402858</pub-id></citation></ref>
<ref id="B67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lemon</surname> <given-names>W. C.</given-names></name> <name><surname>Pulver</surname> <given-names>S. R.</given-names></name> <name><surname>H&#x00F6;ckendorf</surname> <given-names>B.</given-names></name> <name><surname>McDole</surname> <given-names>K.</given-names></name> <name><surname>Branson</surname> <given-names>K.</given-names></name> <name><surname>Freeman</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Whole-central nervous system functional imaging in larval <italic>Drosophila</italic>.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>6</volume>:<issue>7924</issue>. <pub-id pub-id-type="doi">10.1038/ncomms8924</pub-id> <pub-id pub-id-type="pmid">26263051</pub-id></citation></ref>
<ref id="B68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leshem</surname> <given-names>B.</given-names></name> <name><surname>Hernandez</surname> <given-names>O.</given-names></name> <name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name> <name><surname>Emiliani</surname> <given-names>V.</given-names></name> <name><surname>Oron</surname> <given-names>D.</given-names></name></person-group> (<year>2014</year>). <article-title>When can temporally focused excitation be axially shifted by dispersion?</article-title> <source><italic>Opt. Express</italic></source> <volume>22</volume> <fpage>7087</fpage>&#x2013;<lpage>7098</lpage>. <pub-id pub-id-type="doi">10.1364/OE.22.007087</pub-id> <pub-id pub-id-type="pmid">24664057</pub-id></citation></ref>
<ref id="B69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Levitz</surname> <given-names>J.</given-names></name> <name><surname>Pantoja</surname> <given-names>C.</given-names></name> <name><surname>Gaub</surname> <given-names>B.</given-names></name> <name><surname>Janovjak</surname> <given-names>H.</given-names></name> <name><surname>Reiner</surname> <given-names>A.</given-names></name> <name><surname>Hoagland</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Optical control of metabotropic glutamate receptors.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>16</volume> <fpage>507</fpage>&#x2013;<lpage>516</lpage>. <pub-id pub-id-type="doi">10.1038/nn.3346</pub-id> <pub-id pub-id-type="pmid">23455609</pub-id></citation></ref>
<ref id="B70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liesener</surname> <given-names>J.</given-names></name> <name><surname>Reicherter</surname> <given-names>M.</given-names></name> <name><surname>Haist</surname> <given-names>T.</given-names></name> <name><surname>Tiziani</surname> <given-names>H. J.</given-names></name></person-group> (<year>2000</year>). <article-title>Multi-functional optical tweezers using computer-generated holograms.</article-title> <source><italic>Opt. Commun.</italic></source> <volume>185</volume> <fpage>77</fpage>&#x2013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1016/S0030-4018(00)00990-1</pub-id></citation></ref>
<ref id="B71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lim</surname> <given-names>D.</given-names></name> <name><surname>Chu</surname> <given-names>K. K.</given-names></name> <name><surname>Mertz</surname> <given-names>J.</given-names></name></person-group> (<year>2008</year>). <article-title>Wide-field fluorescence sectioning with hybrid speckle and uniform-illumination microscopy.</article-title> <source><italic>Opt. Lett.</italic></source> <volume>33</volume> <fpage>1819</fpage>&#x2013;<lpage>1821</lpage>. <pub-id pub-id-type="doi">10.1364/OL.33.001819</pub-id> <pub-id pub-id-type="pmid">18709098</pub-id></citation></ref>
<ref id="B72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lu</surname> <given-names>R.</given-names></name> <name><surname>Sun</surname> <given-names>W.</given-names></name> <name><surname>Liang</surname> <given-names>Y.</given-names></name> <name><surname>Kerlin</surname> <given-names>A.</given-names></name> <name><surname>Bierfeld</surname> <given-names>J.</given-names></name> <name><surname>Seelig</surname> <given-names>J. D.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Video-rate volumetric functional imaging of the brain at synaptic resolution.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>20</volume> <fpage>620</fpage>&#x2013;<lpage>628</lpage>. <pub-id pub-id-type="doi">10.1038/nn.4516</pub-id> <pub-id pub-id-type="pmid">28250408</pub-id></citation></ref>
<ref id="B73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lutz</surname> <given-names>C.</given-names></name> <name><surname>Otis</surname> <given-names>T. S.</given-names></name> <name><surname>DeSars</surname> <given-names>V.</given-names></name> <name><surname>Charpak</surname> <given-names>S.</given-names></name> <name><surname>Digregorio</surname> <given-names>D. A.</given-names></name> <name><surname>Emiliani</surname> <given-names>V.</given-names></name></person-group> (<year>2008</year>). <article-title>Holographic photolysis of caged neurotransmitters.</article-title> <source><italic>Nat. Methods</italic></source> <volume>5</volume> <fpage>821</fpage>&#x2013;<lpage>827</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.1241</pub-id> <pub-id pub-id-type="pmid">19160517</pub-id></citation></ref>
<ref id="B74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mardinly</surname> <given-names>A. R.</given-names></name> <name><surname>Oldenburg</surname> <given-names>I. A.</given-names></name> <name><surname>P&#x00E9;gard</surname> <given-names>N. C.</given-names></name> <name><surname>Sridharan</surname> <given-names>S.</given-names></name> <name><surname>Lyall</surname> <given-names>E. H.</given-names></name> <name><surname>Chesnov</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Precise multimodal optical control of neural ensemble activity.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>21</volume> <fpage>881</fpage>&#x2013;<lpage>893</lpage>. <pub-id pub-id-type="doi">10.1038/s41593-018-0139-8</pub-id> <pub-id pub-id-type="pmid">29713079</pub-id></citation></ref>
<ref id="B75"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mermillod-Blondin</surname> <given-names>A.</given-names></name> <name><surname>McLeod</surname> <given-names>E.</given-names></name> <name><surname>Arnold</surname> <given-names>C. B.</given-names></name></person-group> (<year>2008</year>). <article-title>High-speed varifocal imaging with a tunable acoustic gradient index of refraction lens.</article-title> <source><italic>Opt. Lett.</italic></source> <volume>33</volume> <fpage>2146</fpage>&#x2013;<lpage>2148</lpage>. <pub-id pub-id-type="doi">10.1364/OL.33.002146</pub-id> <pub-id pub-id-type="pmid">18794959</pub-id></citation></ref>
<ref id="B76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nadella</surname> <given-names>K. M. N. S.</given-names></name> <name><surname>Ro&#x0161;</surname> <given-names>H.</given-names></name> <name><surname>Baragli</surname> <given-names>C.</given-names></name> <name><surname>Griffiths</surname> <given-names>V. A.</given-names></name> <name><surname>Konstantinou</surname> <given-names>G.</given-names></name> <name><surname>Koimtzis</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Random access scanning microscopy for 3D imaging in awake behaving animals.</article-title> <source><italic>Nat. Methods</italic></source> <volume>13</volume> <fpage>1001</fpage>&#x2013;<lpage>1004</lpage>. <pub-id pub-id-type="doi">10.1038/nMeth.4033</pub-id> <pub-id pub-id-type="pmid">27749836</pub-id></citation></ref>
<ref id="B77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nikolenko</surname> <given-names>V.</given-names></name> <name><surname>Poskanzer</surname> <given-names>K. E.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name></person-group> (<year>2007</year>). <article-title>Two-photon photostimulation and imaging of neural circuits.</article-title> <source><italic>Nat. Methods</italic></source> <volume>4</volume> <fpage>943</fpage>&#x2013;<lpage>950</lpage>. <pub-id pub-id-type="doi">10.1038/NMETH1105</pub-id> <pub-id pub-id-type="pmid">17965719</pub-id></citation></ref>
<ref id="B78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nikolenko</surname> <given-names>V.</given-names></name> <name><surname>Watson</surname> <given-names>B. O.</given-names></name> <name><surname>Araya</surname> <given-names>R.</given-names></name> <name><surname>Woodruff</surname> <given-names>A.</given-names></name> <name><surname>Peterka</surname> <given-names>D. S.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name></person-group> (<year>2008</year>). <article-title>SLM microscopy: scanless two-photon imaging and photostimulation with spatial light modulators.</article-title> <source><italic>Front. Neural Circuits</italic></source> <volume>2</volume>:<issue>5</issue>. <pub-id pub-id-type="doi">10.3389/neuro.04.005.2008</pub-id> <pub-id pub-id-type="pmid">19129923</pub-id></citation></ref>
<ref id="B79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olarte</surname> <given-names>O. E.</given-names></name> <name><surname>Andilla</surname> <given-names>J.</given-names></name> <name><surname>Artigas</surname> <given-names>D.</given-names></name> <name><surname>Loza-Alvarez</surname> <given-names>P.</given-names></name></person-group> (<year>2015</year>). <article-title>Decoupled illumination detection in light sheet microscopy for fast volumetric imaging.</article-title> <source><italic>Optica</italic></source> <volume>2</volume> <fpage>702</fpage>&#x2013;<lpage>705</lpage>. <pub-id pub-id-type="doi">10.1364/OPTICA.2.000702</pub-id></citation></ref>
<ref id="B80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olivi&#x00E9;</surname> <given-names>G.</given-names></name> <name><surname>Gigu&#x00E8;re</surname> <given-names>D.</given-names></name> <name><surname>Vidal</surname> <given-names>F.</given-names></name> <name><surname>Ozaki</surname> <given-names>T.</given-names></name> <name><surname>Kieffer</surname> <given-names>J.-C.</given-names></name> <name><surname>Nada</surname> <given-names>O.</given-names></name><etal/></person-group> (<year>2008</year>). <article-title>Wavelength dependence of femtosecond laser ablation threshold of corneal stroma.</article-title> <source><italic>Opt. Express</italic></source> <volume>16</volume> <fpage>4121</fpage>&#x2013;<lpage>4129</lpage>. <pub-id pub-id-type="doi">10.1364/OE.16.004121</pub-id></citation></ref>
<ref id="B81"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oron</surname> <given-names>D.</given-names></name> <name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name> <name><surname>Anselmi</surname> <given-names>F.</given-names></name> <name><surname>Emiliani</surname> <given-names>V.</given-names></name></person-group> (<year>2012</year>). <article-title>Two-photon optogenetics.</article-title> <source><italic>Prog. Brain Res.</italic></source> <volume>196</volume> <fpage>119</fpage>&#x2013;<lpage>143</lpage>. <pub-id pub-id-type="doi">10.1016/B978-0-444-59426-6.00007-0</pub-id> <pub-id pub-id-type="pmid">22341324</pub-id></citation></ref>
<ref id="B82"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oron</surname> <given-names>D.</given-names></name> <name><surname>Tal</surname> <given-names>E.</given-names></name> <name><surname>Silberberg</surname> <given-names>Y.</given-names></name></person-group> (<year>2005</year>). <article-title>Scanningless depth-resolved microscopy.</article-title> <source><italic>Opt. Express</italic></source> <volume>13</volume> <fpage>1468</fpage>&#x2013;<lpage>1476</lpage>. <pub-id pub-id-type="doi">10.1364/OPEX.13.001468</pub-id></citation></ref>
<ref id="B83"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ozbay</surname> <given-names>B. N.</given-names></name> <name><surname>Futia</surname> <given-names>G. L.</given-names></name> <name><surname>Ma</surname> <given-names>M.</given-names></name> <name><surname>Bright</surname> <given-names>V. M.</given-names></name> <name><surname>Gopinath</surname> <given-names>J. T.</given-names></name> <name><surname>Hughes</surname> <given-names>E. G.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Three dimensional two-photon imaging of neuronal activity in freely moving mice using a miniature fiber coupled microscope with active axial-scanning.</article-title> <source><italic>bioRxiv</italic></source> [Preprint]. <pub-id pub-id-type="doi">10.1101/226431</pub-id> <pub-id pub-id-type="pmid">29802371</pub-id></citation></ref>
<ref id="B84"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Packer</surname> <given-names>A. M.</given-names></name> <name><surname>Peterka</surname> <given-names>D. S.</given-names></name> <name><surname>Hirtz</surname> <given-names>J. J.</given-names></name> <name><surname>Prakash</surname> <given-names>R.</given-names></name> <name><surname>Deisseroth</surname> <given-names>K.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Two-photon optogenetics of dendritic spines and neural circuits.</article-title> <source><italic>Nat. Methods</italic></source> <volume>9</volume> <fpage>1171</fpage>&#x2013;<lpage>1179</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.2249</pub-id> <pub-id pub-id-type="pmid">23142873</pub-id></citation></ref>
<ref id="B85"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Packer</surname> <given-names>A. M.</given-names></name> <name><surname>Russell</surname> <given-names>L. E.</given-names></name> <name><surname>Dalgleish</surname> <given-names>H. W. P.</given-names></name> <name><surname>H&#x00E4;usser</surname> <given-names>M.</given-names></name></person-group> (<year>2015</year>). <article-title>Simultaneous all-optical manipulation and recording of neural circuit activity with cellular resolution in vivo.</article-title> <source><italic>Nat. Methods</italic></source> <volume>12</volume> <fpage>140</fpage>&#x2013;<lpage>146</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.3217</pub-id> <pub-id pub-id-type="pmid">25532138</pub-id></citation></ref>
<ref id="B86"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name></person-group> (<year>2013</year>). <article-title>Optical developments for optogenetics.</article-title> <source><italic>Biol. Cell</italic></source> <volume>105</volume> <fpage>443</fpage>&#x2013;<lpage>464</lpage>. <pub-id pub-id-type="doi">10.1111/boc.201200087</pub-id> <pub-id pub-id-type="pmid">23782010</pub-id></citation></ref>
<ref id="B87"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name> <name><surname>Anselmi</surname> <given-names>F.</given-names></name> <name><surname>B&#x00E8;gue</surname> <given-names>A.</given-names></name> <name><surname>de Sars</surname> <given-names>V.</given-names></name> <name><surname>Gl&#x00FC;ckstad</surname> <given-names>J.</given-names></name> <name><surname>Isacoff</surname> <given-names>E. Y.</given-names></name><etal/></person-group> (<year>2010</year>). <article-title>Scanless two-photon excitation of channelrhodopsin-2.</article-title> <source><italic>Nat. Methods</italic></source> <volume>7</volume> <fpage>848</fpage>&#x2013;<lpage>854</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.1505</pub-id> <pub-id pub-id-type="pmid">20852649</pub-id></citation></ref>
<ref id="B88"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name> <name><surname>B&#x00E8;gue</surname> <given-names>A.</given-names></name> <name><surname>Leshem</surname> <given-names>B.</given-names></name> <name><surname>Schwartz</surname> <given-names>O.</given-names></name> <name><surname>Stell</surname> <given-names>B. M.</given-names></name> <name><surname>Bradley</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Functional patterned multiphoton excitation deep inside scattering tissue.</article-title> <source><italic>Nat. Photonics</italic></source> <volume>7</volume> <fpage>274</fpage>&#x2013;<lpage>278</lpage>. <pub-id pub-id-type="doi">10.1038/nphoton.2013.9</pub-id></citation></ref>
<ref id="B89"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name> <name><surname>de Sars</surname> <given-names>V.</given-names></name> <name><surname>Oron</surname> <given-names>D.</given-names></name> <name><surname>Emiliani</surname> <given-names>V.</given-names></name></person-group> (<year>2008</year>). <article-title>Patterned two-photon illumination by spatiotemporal shaping of ultrashort pulses.</article-title> <source><italic>Opt. Express</italic></source> <volume>16</volume> <fpage>22039</fpage>&#x2013;<lpage>22047</lpage>. <pub-id pub-id-type="doi">10.1364/OE.16.022039</pub-id> <pub-id pub-id-type="pmid">19104638</pub-id></citation></ref>
<ref id="B90"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name> <name><surname>Ronzitti</surname> <given-names>E.</given-names></name> <name><surname>Chen</surname> <given-names>I.-W.</given-names></name> <name><surname>Gajowa</surname> <given-names>M.</given-names></name> <name><surname>Picot</surname> <given-names>A.</given-names></name> <name><surname>Emiliani</surname> <given-names>V.</given-names></name></person-group> (<year>2018</year>). <article-title>Two-photon optogenetics by computer-generated holography.</article-title> <source><italic>Neuromethods</italic></source> <volume>133</volume> <fpage>175</fpage>&#x2013;<lpage>197</lpage>. <pub-id pub-id-type="doi">10.1007/978-1-4939-7417-7_10</pub-id></citation></ref>
<ref id="B91"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>P&#x00E9;gard</surname> <given-names>N.</given-names></name> <name><surname>Mardinly</surname> <given-names>A.</given-names></name> <name><surname>Oldenburg</surname> <given-names>I.</given-names></name> <name><surname>Waller</surname> <given-names>L.</given-names></name> <name><surname>Adesnik</surname> <given-names>H.</given-names></name></person-group> (<year>2018</year>). <source><italic>Partially Coherent Holographic temporal focusing for 3D light sculpting with single neuron resolution. Opt. InfoBase Conf. Pap. Part F88-B</italic></source>, <fpage>4</fpage>&#x2013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1364/BRAIN.2018.BW2C.2&#x2217;</pub-id></citation></ref>
<ref id="B92"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>P&#x00E9;gard</surname> <given-names>N. M.</given-names></name> <name><surname>Oldenburg</surname> <given-names>I.</given-names></name> <name><surname>Sridharan</surname> <given-names>S.</given-names></name> <name><surname>Walller</surname> <given-names>L.</given-names></name> <name><surname>Adesnik</surname> <given-names>H.</given-names></name></person-group> (<year>2017</year>). <article-title>3D scanless holographic optogenetics with temporal focusing.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>8</volume>:<issue>1228</issue>. <pub-id pub-id-type="doi">10.1038/s41467-017-01031-3</pub-id> <pub-id pub-id-type="pmid">29089483</pub-id></citation></ref>
<ref id="B93"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peron</surname> <given-names>S. P.</given-names></name> <name><surname>Freeman</surname> <given-names>J.</given-names></name> <name><surname>Iyer</surname> <given-names>V.</given-names></name> <name><surname>Guo</surname> <given-names>C.</given-names></name> <name><surname>Svoboda</surname> <given-names>K.</given-names></name></person-group> (<year>2015</year>). <article-title>A cellular resolution map of barrel cortex activity during tactile behavior.</article-title> <source><italic>Neuron</italic></source> <volume>86</volume> <fpage>783</fpage>&#x2013;<lpage>799</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2015.03.027</pub-id> <pub-id pub-id-type="pmid">25913859</pub-id></citation></ref>
<ref id="B94"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Picot</surname> <given-names>A.</given-names></name> <name><surname>Dominguez</surname> <given-names>S.</given-names></name> <name><surname>Liu</surname> <given-names>C.</given-names></name> <name><surname>Chen</surname> <given-names>I. W.</given-names></name> <name><surname>Tanese</surname> <given-names>D.</given-names></name> <name><surname>Ronzitti</surname> <given-names>E.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Temperature rise under two-photon optogenetic brain stimulation.</article-title> <source><italic>Cell Rep.</italic></source> <volume>24</volume> <fpage>1243</fpage>&#x2013;<lpage>1253</lpage>.e5. <pub-id pub-id-type="doi">10.1016/j.celrep.2018.06.119</pub-id> <pub-id pub-id-type="pmid">30067979</pub-id></citation></ref>
<ref id="B95"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Piestun</surname> <given-names>R.</given-names></name> <name><surname>Spektor</surname> <given-names>B.</given-names></name> <name><surname>Shamir</surname> <given-names>J.</given-names></name></person-group> (<year>1996</year>). <article-title>Wave fields in three dimensions: analysis and synthesis.</article-title> <source><italic>J. Opt. Soc. Am. A</italic></source> <volume>13</volume> <fpage>1837</fpage>&#x2013;<lpage>1848</lpage>. <pub-id pub-id-type="doi">10.1364/JOSAA.13.001837</pub-id> <pub-id pub-id-type="pmid">8744164</pub-id></citation></ref>
<ref id="B96"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Power</surname> <given-names>R. M.</given-names></name> <name><surname>Huisken</surname> <given-names>J.</given-names></name></person-group> (<year>2017</year>). <article-title>A guide to light-sheet fluorescence microscopy for multiscale imaging.</article-title> <source><italic>Nat. Methods</italic></source> <volume>14</volume> <fpage>360</fpage>&#x2013;<lpage>373</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.4224</pub-id> <pub-id pub-id-type="pmid">28362435</pub-id></citation></ref>
<ref id="B97"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prakash</surname> <given-names>R.</given-names></name> <name><surname>Yizhar</surname> <given-names>O.</given-names></name> <name><surname>Grewe</surname> <given-names>B.</given-names></name> <name><surname>Ramakrishnan</surname> <given-names>C.</given-names></name> <name><surname>Wang</surname> <given-names>N.</given-names></name> <name><surname>Goshen</surname> <given-names>I.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Two-photon optogenetic toolbox for fast inhibition, excitation and bistable modulation.</article-title> <source><italic>Nat. Methods</italic></source> <volume>9</volume> <fpage>1171</fpage>&#x2013;<lpage>1179</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.2215</pub-id> <pub-id pub-id-type="pmid">23169303</pub-id></citation></ref>
<ref id="B98"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prevedel</surname> <given-names>R.</given-names></name> <name><surname>Verhoef</surname> <given-names>A. J.</given-names></name> <name><surname>Pern&#x00ED;a-Andrade</surname> <given-names>A. J.</given-names></name> <name><surname>Weisenburger</surname> <given-names>S.</given-names></name> <name><surname>Huang</surname> <given-names>B. S.</given-names></name> <name><surname>N&#x00F6;bauer</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Fast volumetric calcium imaging across multiple cortical layers using sculpted light.</article-title> <source><italic>Nat. Methods</italic></source> <volume>13</volume> <fpage>1021</fpage>&#x2013;<lpage>1028</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.4040</pub-id> <pub-id pub-id-type="pmid">27798612</pub-id></citation></ref>
<ref id="B99"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prevedel</surname> <given-names>R.</given-names></name> <name><surname>Yoon</surname> <given-names>Y.-G.</given-names></name> <name><surname>Hoffmann</surname> <given-names>M.</given-names></name> <name><surname>Pak</surname> <given-names>N.</given-names></name> <name><surname>Wetzstein</surname> <given-names>G.</given-names></name> <name><surname>Kato</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Simultaneous whole-animal 3D imaging of neuronal activity using light-field microscopy.</article-title> <source><italic>Nat. Methods</italic></source> <volume>11</volume> <fpage>727</fpage>&#x2013;<lpage>730</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.2964</pub-id> <pub-id pub-id-type="pmid">24836920</pub-id></citation></ref>
<ref id="B100"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Quirin</surname> <given-names>S.</given-names></name> <name><surname>Peterka</surname> <given-names>D. S.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name></person-group> (<year>2013</year>). <article-title>Instantaneous three-dimensional sensing using spatial light modulator illumination with extended depth of field imaging.</article-title> <source><italic>Opt. Express</italic></source> <volume>21</volume> <fpage>16007</fpage>&#x2013;<lpage>16021</lpage>. <pub-id pub-id-type="doi">10.1364/OE.21.016007</pub-id> <pub-id pub-id-type="pmid">23842387</pub-id></citation></ref>
<ref id="B101"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Quirin</surname> <given-names>S.</given-names></name> <name><surname>Vladimirov</surname> <given-names>N.</given-names></name> <name><surname>Yang</surname> <given-names>C.-T.</given-names></name> <name><surname>Peterka</surname> <given-names>D. S.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name> <name><surname>Ahrens</surname> <given-names>M. B.</given-names></name></person-group> (<year>2016</year>). <article-title>Calcium imaging of neural circuits with extended depth-of-field light-sheet microscopy.</article-title> <source><italic>Opt. Lett.</italic></source> <volume>41</volume> <fpage>855</fpage>&#x2013;<lpage>858</lpage>. <pub-id pub-id-type="doi">10.1364/OL.41.000855</pub-id> <pub-id pub-id-type="pmid">26974063</pub-id></citation></ref>
<ref id="B102"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reddy</surname> <given-names>G. D.</given-names></name> <name><surname>Kelleher</surname> <given-names>K.</given-names></name> <name><surname>Fink</surname> <given-names>R.</given-names></name> <name><surname>Saggau</surname> <given-names>P.</given-names></name></person-group> (<year>2008</year>). <article-title>Three-dimensional random access multiphoton microscopy for functional imaging of neuronal activity.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>11</volume> <fpage>713</fpage>&#x2013;<lpage>720</lpage>. <pub-id pub-id-type="doi">10.1038/nn.2116</pub-id> <pub-id pub-id-type="pmid">18432198</pub-id></citation></ref>
<ref id="B103"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rickgauer</surname> <given-names>J. P.</given-names></name> <name><surname>Deisseroth</surname> <given-names>K.</given-names></name> <name><surname>Tank</surname> <given-names>D. W.</given-names></name></person-group> (<year>2014</year>). <article-title>Simultaneous cellular-resolution optical perturbation and imaging of place cell firing fields.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>17</volume> <fpage>1816</fpage>&#x2013;<lpage>1824</lpage>. <pub-id pub-id-type="doi">10.1038/nn.3866</pub-id> <pub-id pub-id-type="pmid">25402854</pub-id></citation></ref>
<ref id="B104"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rickgauer</surname> <given-names>J. P.</given-names></name> <name><surname>Tank</surname> <given-names>D. W.</given-names></name></person-group> (<year>2009</year>). <article-title>Two-photon excitation of channelrhodopsin-2 at saturation.</article-title> <source><italic>Proc. Natl. Acad. Sci. U.S.A.</italic></source> <volume>106</volume> <fpage>15025</fpage>&#x2013;<lpage>15030</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0907084106</pub-id> <pub-id pub-id-type="pmid">19706471</pub-id></citation></ref>
<ref id="B105"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rodr&#x00ED;guez</surname> <given-names>C.</given-names></name> <name><surname>Liang</surname> <given-names>Y.</given-names></name> <name><surname>Lu</surname> <given-names>R.</given-names></name> <name><surname>Ji</surname> <given-names>N.</given-names></name></person-group> (<year>2018</year>). <article-title>Three-photon fluorescence microscopy with an axially elongated Bessel focus.</article-title> <source><italic>Opt. Lett.</italic></source> <volume>43</volume> <fpage>1914</fpage>&#x2013;<lpage>1917</lpage>. <pub-id pub-id-type="doi">10.1364/OL.43.001914</pub-id> <pub-id pub-id-type="pmid">29652397</pub-id></citation></ref>
<ref id="B106"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ronzitti</surname> <given-names>E.</given-names></name> <name><surname>Conti</surname> <given-names>R.</given-names></name> <name><surname>Zampini</surname> <given-names>V.</given-names></name> <name><surname>Tanese</surname> <given-names>D.</given-names></name> <name><surname>Foust</surname> <given-names>A. J.</given-names></name> <name><surname>Klapoetke</surname> <given-names>N.</given-names></name><etal/></person-group> (<year>2017a</year>). <article-title>Sub-millisecond optogenetic control of neuronal firing with two-photon holographic photoactivation of Chronos.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>37</volume> <fpage>10679</fpage>&#x2013;<lpage>10689</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.1246-17.2017</pub-id></citation></ref>
<ref id="B107"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ronzitti</surname> <given-names>E.</given-names></name> <name><surname>Ventalon</surname> <given-names>C.</given-names></name> <name><surname>Canepari</surname> <given-names>M.</given-names></name> <name><surname>Forget</surname> <given-names>B. C.</given-names></name> <name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name> <name><surname>Emiliani</surname> <given-names>V.</given-names></name></person-group> (<year>2017b</year>). <article-title>Recent advances in patterned photostimulation for optogenetics.</article-title> <source><italic>J. Opt.</italic></source> <volume>19</volume>:<issue>113001</issue>. <pub-id pub-id-type="doi">10.1088/2040-8986/aa8299</pub-id></citation></ref>
<ref id="B108"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rupprecht</surname> <given-names>P.</given-names></name> <name><surname>Prendergast</surname> <given-names>A.</given-names></name> <name><surname>Wyart</surname> <given-names>C.</given-names></name> <name><surname>Friedrich</surname> <given-names>R. W.</given-names></name></person-group> (<year>2016</year>). <article-title>Remote z-scanning with a macroscopic voice coil motor for fast 3D multiphoton laser scanning microscopy.</article-title> <source><italic>Biomed. Opt. Express</italic></source> <volume>7</volume> <fpage>1656</fpage>&#x2013;<lpage>1671</lpage>. <pub-id pub-id-type="doi">10.1364/BOE.7.001656</pub-id> <pub-id pub-id-type="pmid">27231612</pub-id></citation></ref>
<ref id="B109"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Seelig</surname> <given-names>J. D.</given-names></name> <name><surname>Jayaraman</surname> <given-names>V.</given-names></name></person-group> (<year>2015</year>). <article-title>Neural dynamics for landmark orientation and angular path integration.</article-title> <source><italic>Nature</italic></source> <volume>521</volume> <fpage>186</fpage>&#x2013;<lpage>191</lpage>. <pub-id pub-id-type="doi">10.1038/nature14446</pub-id> <pub-id pub-id-type="pmid">25971509</pub-id></citation></ref>
<ref id="B110"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shemesh</surname> <given-names>O. A.</given-names></name> <name><surname>Tanese</surname> <given-names>D.</given-names></name> <name><surname>Zampini</surname> <given-names>V.</given-names></name> <name><surname>Linghu</surname> <given-names>C.</given-names></name> <name><surname>Piatkevich</surname> <given-names>K.</given-names></name> <name><surname>Ronzitti</surname> <given-names>E.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Temporally precise single-cell resolution optogenetics.</article-title> <source><italic>Nat. Neurosci.</italic></source> <volume>20</volume> <fpage>1796</fpage>&#x2013;<lpage>1806</lpage>. <pub-id pub-id-type="doi">10.1038/s41593-017-0018-8</pub-id> <pub-id pub-id-type="pmid">29184208</pub-id></citation></ref>
<ref id="B111"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sofroniew</surname> <given-names>N. J.</given-names></name> <name><surname>Flickinger</surname> <given-names>D.</given-names></name> <name><surname>King</surname> <given-names>J.</given-names></name> <name><surname>Svoboda</surname> <given-names>K.</given-names></name></person-group> (<year>2016</year>). <article-title>A large field of view two-photon mesoscope with subcellular resolution for in vivo imaging.</article-title> <source><italic>eLife</italic></source> <volume>5</volume>:<issue>e14472</issue>. <pub-id pub-id-type="doi">10.7554/eLife.14472</pub-id> <pub-id pub-id-type="pmid">27300105</pub-id></citation></ref>
<ref id="B112"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stirman</surname> <given-names>J. N.</given-names></name> <name><surname>Smith</surname> <given-names>I. T.</given-names></name> <name><surname>Kudenov</surname> <given-names>M. W.</given-names></name> <name><surname>Smith</surname> <given-names>S. L.</given-names></name></person-group> (<year>2016</year>). <article-title>Wide field-of-view, multi-region, two-photon imaging of neuronal activity in the mammalian brain.</article-title> <source><italic>Nat. Biotechnol.</italic></source> <volume>34</volume> <fpage>857</fpage>&#x2013;<lpage>862</lpage>. <pub-id pub-id-type="doi">10.1038/nbt.3594</pub-id> <pub-id pub-id-type="pmid">27347754</pub-id></citation></ref>
<ref id="B113"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sun</surname> <given-names>B.</given-names></name> <name><surname>Salter</surname> <given-names>P. S.</given-names></name> <name><surname>Roider</surname> <given-names>C.</given-names></name> <name><surname>Strauss</surname> <given-names>J.</given-names></name> <name><surname>Heberle</surname> <given-names>J.</given-names></name> <name><surname>Booth</surname> <given-names>M. J.</given-names></name></person-group> (<year>2018</year>). <article-title>Four-dimensional light shaping?: manipulating ultrafast spatio- temporal foci in space and time.</article-title> <source><italic>Light Sci. Appl.</italic></source> <volume>7</volume>:<issue>17117</issue>. <pub-id pub-id-type="doi">10.1038/lsa.2017.117</pub-id></citation></ref>
<ref id="B114"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Szabo</surname> <given-names>V.</given-names></name> <name><surname>Ventalon</surname> <given-names>C.</given-names></name> <name><surname>De Sars</surname> <given-names>V.</given-names></name> <name><surname>Bradley</surname> <given-names>J.</given-names></name> <name><surname>Emiliani</surname> <given-names>V.</given-names></name></person-group> (<year>2014</year>). <article-title>Spatially selective holographic photoactivation and functional fluorescence imaging in freely behaving mice with a fiberscope.</article-title> <source><italic>Neuron</italic></source> <volume>84</volume> <fpage>1157</fpage>&#x2013;<lpage>1169</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2014.11.005</pub-id> <pub-id pub-id-type="pmid">25433638</pub-id></citation></ref>
<ref id="B115"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tanese</surname> <given-names>D.</given-names></name> <name><surname>Weng</surname> <given-names>J.-Y.</given-names></name> <name><surname>Zampini</surname> <given-names>V.</given-names></name> <name><surname>De Sars</surname> <given-names>V.</given-names></name> <name><surname>Canepari</surname> <given-names>M.</given-names></name> <name><surname>Rozsa</surname> <given-names>B.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Imaging membrane potential changes from dendritic spines using computer-generated holography.</article-title> <source><italic>Neurophotonics</italic></source> <volume>4</volume>:<issue>031211</issue>. <pub-id pub-id-type="doi">10.1117/1.NPh.4.3.031211</pub-id> <pub-id pub-id-type="pmid">28523281</pub-id></citation></ref>
<ref id="B116"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tomer</surname> <given-names>R.</given-names></name> <name><surname>Khairy</surname> <given-names>K.</given-names></name> <name><surname>Amat</surname> <given-names>F.</given-names></name> <name><surname>Keller</surname> <given-names>P. J.</given-names></name></person-group> (<year>2012</year>). <article-title>Quantitative high-speed imaging of entire developing embryos with simultaneous multiview light-sheet microscopy.</article-title> <source><italic>Nat. Methods</italic></source> <volume>9</volume> <fpage>755</fpage>&#x2013;<lpage>763</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.2062</pub-id> <pub-id pub-id-type="pmid">22660741</pub-id></citation></ref>
<ref id="B117"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vogt</surname> <given-names>N.</given-names></name></person-group> (<year>2015</year>). <article-title>All-optical electrophysiology in behaving animals.</article-title> <source><italic>Nat. Methods</italic></source> <volume>12</volume>:<issue>101</issue>. <pub-id pub-id-type="doi">10.1038/nmeth.3272</pub-id> <pub-id pub-id-type="pmid">25798468</pub-id></citation></ref>
<ref id="B118"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>S.</given-names></name> <name><surname>Papagiakoumou</surname> <given-names>E.</given-names></name> <name><surname>Guillon</surname> <given-names>M.</given-names></name> <name><surname>de Sars</surname> <given-names>V.</given-names></name> <name><surname>Tang</surname> <given-names>C. M.</given-names></name> <name><surname>Emiliani</surname> <given-names>V.</given-names></name></person-group> (<year>2011</year>). <article-title>Three-dimensional holographic photostimulation of the dendritic arbor.</article-title> <source><italic>J. Neural Eng.</italic></source> <volume>8</volume>:<issue>46002</issue>. <pub-id pub-id-type="doi">10.1088/1741-2560/8/4/046002</pub-id> <pub-id pub-id-type="pmid">21623008</pub-id></citation></ref>
<ref id="B119"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>W.</given-names></name> <name><surname>Carrillo-reid</surname> <given-names>L.</given-names></name> <name><surname>Bando</surname> <given-names>Y.</given-names></name> <name><surname>Peterka</surname> <given-names>D. S.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name></person-group> (<year>2018</year>). <article-title>Simultaneous two-photon optogenetics and imaging of cortical circuits in three dimensions.</article-title> <source><italic>eLife</italic></source> <volume>7</volume>:<issue>e32671</issue>. <pub-id pub-id-type="doi">10.7554/eLife.32671</pub-id> <pub-id pub-id-type="pmid">29412138</pub-id></citation></ref>
<ref id="B120"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>W.</given-names></name> <name><surname>Miller</surname> <given-names>J. K.</given-names></name> <name><surname>Carrillo-Reid</surname> <given-names>L.</given-names></name> <name><surname>Pnevmatikakis</surname> <given-names>E.</given-names></name> <name><surname>Paninski</surname> <given-names>L.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Simultaneous multi-plane imaging of neural circuits.</article-title> <source><italic>Neuron</italic></source> <volume>89</volume> <fpage>269</fpage>&#x2013;<lpage>284</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2015.12.012</pub-id> <pub-id pub-id-type="pmid">26774159</pub-id></citation></ref>
<ref id="B121"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>W.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name></person-group> (<year>2017</year>). <article-title>In vivo imaging of neural activity.</article-title> <source><italic>Nat. Methods</italic></source> <volume>14</volume> <fpage>349</fpage>&#x2013;<lpage>359</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.4230</pub-id> <pub-id pub-id-type="pmid">28362436</pub-id></citation></ref>
<ref id="B122"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>W.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name></person-group> (<year>2018</year>). <article-title>Holographic imaging and photostimulation of neural activity.</article-title> <source><italic>Curr. Opin. Neurobiol.</italic></source> <volume>50</volume> <fpage>211</fpage>&#x2013;<lpage>221</lpage>. <pub-id pub-id-type="doi">10.1016/j.conb.2018.03.006</pub-id> <pub-id pub-id-type="pmid">29660600</pub-id></citation></ref>
<ref id="B123"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yizhar</surname> <given-names>O.</given-names></name> <name><surname>Fenno</surname> <given-names>L. E.</given-names></name> <name><surname>Davidson</surname> <given-names>T. J.</given-names></name> <name><surname>Mogri</surname> <given-names>M.</given-names></name> <name><surname>Deisseroth</surname> <given-names>K.</given-names></name></person-group> (<year>2011</year>). <article-title>Optogenetics in neural systems.</article-title> <source><italic>Neuron</italic></source> <volume>71</volume> <fpage>9</fpage>&#x2013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2011.06.004</pub-id> <pub-id pub-id-type="pmid">21745635</pub-id></citation></ref>
<ref id="B124"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhu</surname> <given-names>G.</given-names></name> <name><surname>van Howe</surname> <given-names>J.</given-names></name> <name><surname>Durst</surname> <given-names>M.</given-names></name> <name><surname>Zipfel</surname> <given-names>W.</given-names></name> <name><surname>Xu</surname> <given-names>C.</given-names></name></person-group> (<year>2005</year>). <article-title>Simultaneous spatial and temporal focusing of femtosecond pulses.</article-title> <source><italic>Opt. Express</italic></source> <volume>13</volume> <fpage>2153</fpage>&#x2013;<lpage>2159</lpage>. <pub-id pub-id-type="doi">10.1364/OPEX.13.002153</pub-id></citation></ref>
<ref id="B125"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zong</surname> <given-names>W.</given-names></name> <name><surname>Wu</surname> <given-names>R.</given-names></name> <name><surname>Li</surname> <given-names>M.</given-names></name> <name><surname>Hu</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Fast high-resolution miniature two-photon microscopy for brain imaging in freely behaving mice.</article-title> <source><italic>Nat. Methods</italic></source> <volume>14</volume> <fpage>713</fpage>&#x2013;<lpage>719</lpage>. <pub-id pub-id-type="doi">10.1038/nmeth.4305</pub-id> <pub-id pub-id-type="pmid">28553965</pub-id></citation></ref>
<ref id="B126"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zou</surname> <given-names>Y.</given-names></name> <name><surname>Chau</surname> <given-names>F. S.</given-names></name> <name><surname>Zhou</surname> <given-names>G.</given-names></name></person-group> (<year>2017</year>). <article-title>Ultra-compact optical zoom endoscope using solid tunable lenses.</article-title> <source><italic>Opt. Express</italic></source> <volume>25</volume> <fpage>20675</fpage>&#x2013;<lpage>20688</lpage>. <pub-id pub-id-type="doi">10.1364/OE.25.020675</pub-id> <pub-id pub-id-type="pmid">29041746</pub-id></citation></ref>
</ref-list>
</back>
</article>
