OPINION article

Front. Nanotechnol., 07 February 2022

Sec. Nanodevices

Volume 4 - 2022 | https://doi.org/10.3389/fnano.2022.850561

In Materia Should Be Used Instead of In Materio

  • 1. Department of Applied Science and Technology, Politecnico di Torino, Torino, Italy

  • 2. Advanced Materials Metrology and Life Sciences Division, INRiM (Istituto Nazionale di Ricerca Metrologica), Torino, Italy

Introduction

Scientific writing frequently uses Latin words and phrases. In most cases, the reason is an evident continuity in exploiting the same terms from ancient (and famous) scientists and sources. However, in some cases, such expressions are proposed in contemporary times with an updated meaning.

This short opinion article is intended to shed some light on one such “new” Latin expressions in science: in materio.

Origin of In Materio

In materio was reported for the first time in a preceding paper by Miller and Downing (2002). The expression was not explicitly defined, but it was discussed in a framework where biological evolution is envisioned as a tool to tune the physical properties of electrical devices.

More than 10 years later, Miller recalled and updated the in materio expression, as connected to the implementation of computational paradigms on physical systems as black boxes (Miller et al., 2014). Soon after, in materio started being associated especially with physical reservoir computing implemented on designless nanonetworks (van Damme et al., 2016; Dale et al., 2017a, 2017b; Przyczyna et al., 2020; Banerjee et al., 2021; Boon et al., 2021; Kotooka et al., 2021; Lilak et al., 2021; Usami et al., 2021). Very recently, the same meaning was attributed to a slightly different Latin expression: in materia (Milano et al., 2021). Which one is correct?

Discussion

We believe the correct form should be “in materia.”

Indeed, in materia is the literary Latin expression for “in the matter.” In Latin, when the in preposition is meant as “inside/within,” the noun should be put in the ablative case. Since materia-ae is a feminine noun of the first declension, its ablative case is materia, not materio. Previous authors using in materio were likely misled by similar Latin expressions used in science that finish in -o, such as in vivo or in vitro. But vivum-i and vitrum-i are neutral nouns of the second declension, so their ablative is correctly vivo and vitro, respectively.

There is a similar, prior, and more famous example of an incorrect Latin expression used in physics and computer science since the eighties: in silico. However, here no clear correct Latin expression really exists as in silico refers to computer CPUs made “in silicon,” while silicon was discovered as an element by Berzelius in the early 19th century. Therefore, “silicon” is not a Latin word, even if it may sound like one. The more suitable Latin word would probably be silex-silicis, but this referred to generic hard stones like silicates, and its ablative (third declension) would be in silice.

On the contrary, in materio has a correct Latin expression—in materia—that we believe should be recognized and spread.

Statements

Author contributions

CR made the literature review and wrote the manuscript. CR and GM discussed the results and finalized the manuscript.

Funding

Part of this work was supported by the European project MEMQuD, code 20FUN06. This project (EMPIR 20FUN06 MEMQuD) has received funding from the EMPIR programme co-financed by the Participating States and from the European Union’s Horizon 2020 research and innovation programme.

Acknowledgments

The discussion with Alberto Ricciardi on Latin expressions is kindly acknowledged.

Conflict of interest

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.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

References

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    BanerjeeD.AzhariS.UsamiY.TanakaH. (2021). Room Temperature Demonstration of In-Materio Reservoir Computing for Optimizing Boolean Function with Single-Walled Carbon Nanotube/porphyrin-Polyoxometalate Composite. Appl. Phys. Express14, 105003. 10.35848/1882-0786/ac24db

  • 2

    BoonM. N.EulerH. R.ChenT.VenB.IbarraU. A.PeterA.et al (2021). Gradient Descent in Materio. Ithaca, NY: Cornell University.

  • 3

    DaleM.StepneyS.MillerJ. F.TrefzerM. (2017a2017). Reservoir Computing in Materio: A Computational Framework for in Materio Computing. Proc. Int. Jt. Conf. Neural Networks, 21782185. 10.1109/IJCNN.2017.7966119

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    DaleM.StepneyS.MillerJ. F.TrefzerM. (2016b). Reservoir Computing in Materio: An Evaluation of Configuration through Evolution. IEEE Symp. Ser. Comput. Intell. SSCI. 10.1109/SSCI.2016.7850170

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    KotookaT.LilakS.StiegA.GimzewskiJ.SugiyamaN.TanakaY.et al (2021). Ag2Se Nanowire Network as an Effective In-Materio Reservoir Computing Device. Res. Sq., 120. 10.21203/rs.3.rs-322405/v1

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    LilakS.WoodsW.ScharnhorstK.DunhamC.TeuscherC.StiegA. Z.et al (2021). Spoken Digit Classification by In-Materio Reservoir Computing with Neuromorphic Atomic Switch Networks. Front. Nanotechnol.3, 111. 10.3389/fnano.2021.675792

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    MilanoG.PedrettiG.MontanoK.RicciS.HashemkhaniS.BoarinoL.et al (2021). In Materia Reservoir Computing with a Fully Memristive Architecture Based on Self-Organizing Nanowire Networks. Nat. Mater.10.1038/s41563-021-01099-9

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    MillerJ. F.DowningK. (2002). Evolution in Materio: Looking beyond the Silicon Box. In Proc. - Nasa/dod Conf. Evolvable Hardware, EH 2002-janua, 167176. 10.1109/EH.2002.1029882

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    MillerJ. F.HardingS. L.TufteG. (2014). Evolution-in-materio: Evolving Computation in Materials. Evol. Intel.7, 4967. 10.1007/s12065-014-0106-6

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    PrzyczynaD.ZawalP.MazurT.StrzeleckiM.GentiliP. L.SzaciłowskiK. (2020). In-materioneuromimetic Devices: Dynamics, Information Processing and Pattern Recognition. Jpn. J. Appl. Phys.59, 050504. 10.35848/1347-4065/ab82b0

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    UsamiY.VenB.MathewD. G.ChenT.KotookaT.KawashimaY.et al (2021). In‐Materio Reservoir Computing in a Sulfonated Polyaniline Network. Adv. Mater.33, 2102688. 10.1002/adma.202102688

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    van DammeR.BroersmaH.MikhalJ.LawrenceC.van der WielW. (2016). A Simulation Tool for Evolving Functionalities in Disordered Nanoparticle Networks. IEEE Congress on Evolutionary Computation (IEEE), 52385245. 10.1109/CEC.2016.7748354

Summary

Keywords

neuromorphic devices, nanowire networks, in materio computing, Latin phrases, reservoir computing

Citation

Ricciardi C and Milano G (2022) In Materia Should Be Used Instead of In Materio. Front. Nanotechnol. 4:850561. doi: 10.3389/fnano.2022.850561

Received

07 January 2022

Accepted

18 January 2022

Published

07 February 2022

Volume

4 - 2022

Edited by

Dimitra G. Georgiadou, University of Southampton, United Kingdom

Reviewed by

Naoki Asakawa, Gunma University, Japan

Updates

Copyright

*Correspondence: Carlo Ricciardi,

This article was submitted to Nanodevices, a section of the journal Frontiers in Nanotechnology

Disclaimer

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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