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Original Research ARTICLE

Neurophysiological bases of exponential sensory decay and top-down memory retrieval: a model

1
Physics Department, University of Buenos Aires, Buenos Aires, Argentina
2
Inserm-CEA Cognitive Neuroimaging Unit, CEA/SAC/DSV/DRM/NeuroSpin, Gif sur Yvette, France
3
Collège de France, Paris, France
Behavioral observations suggest that multiple sensory elements can be maintained for a short time, forming a perceptual buffer which fades after a few hundred milliseconds. Only a subset of this perceptual buffer can be accessed under top-down control and broadcasted to working memory and consciousness. In turn, single-cell studies in awake-behaving monkeys have identified two distinct waves of response to a sensory stimulus: a first transient response largely determined by stimulus properties and a second wave dependent on behavioral relevance, context and learning. Here we propose a simple biophysical scheme which bridges these observations and establishes concrete predictions for neurophsyiological experiments in which the temporal interval between stimulus presentation and top-down allocation is controlled experimentally. Inspired in single-cell observations, the model involves a first transient response and a second stage of amplification and retrieval, which are implemented biophysically by distinct operational modes of the same circuit, regulated by external currents. We explicitly investigated the neuronal dynamics, the memory trace of a presented stimulus and the probability of correct retrieval, when these two stages were bracketed by a temporal gap. The model predicts correctly the dependence of performance with response times in interference experiments suggesting that sensory buffering does not require a specific dedicated mechanism and establishing a direct link between biophysical manipulations and behavioral observations leading to concrete predictions.
Keywords:
attractor networks, stochastic processes, dual-task interference, attentional blink, iconic memory
Citation:
Zylberberg A, Dehaene S, Mindlin GB and Sigman M (2009). Neurophysiological bases of exponential sensory decay and top-down memory retrieval: a model. Front. Comput. Neurosci. 3:4. doi: 10.3389/neuro.10.004.2009
Received:
08 September 2008;
 Paper pending published:
29 December 2008;
Accepted:
17 February 2009;
 Published online:
11 March 2009.

Edited by:

Xiao-Jing Wang, Yale University School of Medicine, USA

Reviewed by:

Walter Senn, University of Bern, Switzerland
Albert Compte, Institut d'Investigacions Biomédiques August Pi i Sunyer (IDIBAPS), Spain
Copyright:
© 2009 Zylberberg, Dehaene, Mindlin and Sigman. This is an open-access article subject to an exclusive license agreement between the authors and the Frontiers Research Foundation, which permits unrestricted use, distribution and reproduction in any medium, provided the original authors and source are credited.
*Correspondence:
Stanislas Dehaene, INSERM-CEA Cognitive Neuroimaging Unit, CEA/SAC/DSV/DRM/Neurospin Center, Bat 145, Point Courrier 156, F-91191 Gif/Yvette Cedex, France. e-mail: stanislas.dehaene@cea.fr

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