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Microsaccades enable efficient synchrony-based coding in the retina: a simulation study

It is now reasonably well established that microsaccades (MS) enhance visual perception, although the underlying neuronal mechanisms are unclear. Here, using numerical simulations, we show that MSs enable efficient synchrony-based coding among the primate retinal ganglion cells (RGC). First, using a...

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Detalles Bibliográficos
Autores principales: Masquelier, Timothée, Portelli, Geoffrey, Kornprobst, Pierre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4827057/
https://www.ncbi.nlm.nih.gov/pubmed/27063867
http://dx.doi.org/10.1038/srep24086
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author Masquelier, Timothée
Portelli, Geoffrey
Kornprobst, Pierre
author_facet Masquelier, Timothée
Portelli, Geoffrey
Kornprobst, Pierre
author_sort Masquelier, Timothée
collection PubMed
description It is now reasonably well established that microsaccades (MS) enhance visual perception, although the underlying neuronal mechanisms are unclear. Here, using numerical simulations, we show that MSs enable efficient synchrony-based coding among the primate retinal ganglion cells (RGC). First, using a jerking contrast edge as stimulus, we demonstrate a qualitative change in the RGC responses: synchronous firing, with a precision in the 10 ms range, only occurs at high speed and high contrast. MSs appear to be sufficiently fast to be able reach the synchronous regime. Conversely, the other kinds of fixational eye movements known as tremor and drift both hardly synchronize RGCs because of a too weak amplitude and a too slow speed respectively. Then, under natural image stimulation, we find that each MS causes certain RGCs to fire synchronously, namely those whose receptive fields contain contrast edges after the MS. The emitted synchronous spike volley thus rapidly transmits the most salient edges of the stimulus, which often constitute the most crucial information. We demonstrate that the readout could be done rapidly by simple coincidence-detector neurons without knowledge of the MS landing time, and that the required connectivity could emerge spontaneously with spike timing-dependent plasticity.
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spelling pubmed-48270572016-04-19 Microsaccades enable efficient synchrony-based coding in the retina: a simulation study Masquelier, Timothée Portelli, Geoffrey Kornprobst, Pierre Sci Rep Article It is now reasonably well established that microsaccades (MS) enhance visual perception, although the underlying neuronal mechanisms are unclear. Here, using numerical simulations, we show that MSs enable efficient synchrony-based coding among the primate retinal ganglion cells (RGC). First, using a jerking contrast edge as stimulus, we demonstrate a qualitative change in the RGC responses: synchronous firing, with a precision in the 10 ms range, only occurs at high speed and high contrast. MSs appear to be sufficiently fast to be able reach the synchronous regime. Conversely, the other kinds of fixational eye movements known as tremor and drift both hardly synchronize RGCs because of a too weak amplitude and a too slow speed respectively. Then, under natural image stimulation, we find that each MS causes certain RGCs to fire synchronously, namely those whose receptive fields contain contrast edges after the MS. The emitted synchronous spike volley thus rapidly transmits the most salient edges of the stimulus, which often constitute the most crucial information. We demonstrate that the readout could be done rapidly by simple coincidence-detector neurons without knowledge of the MS landing time, and that the required connectivity could emerge spontaneously with spike timing-dependent plasticity. Nature Publishing Group 2016-04-11 /pmc/articles/PMC4827057/ /pubmed/27063867 http://dx.doi.org/10.1038/srep24086 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Masquelier, Timothée
Portelli, Geoffrey
Kornprobst, Pierre
Microsaccades enable efficient synchrony-based coding in the retina: a simulation study
title Microsaccades enable efficient synchrony-based coding in the retina: a simulation study
title_full Microsaccades enable efficient synchrony-based coding in the retina: a simulation study
title_fullStr Microsaccades enable efficient synchrony-based coding in the retina: a simulation study
title_full_unstemmed Microsaccades enable efficient synchrony-based coding in the retina: a simulation study
title_short Microsaccades enable efficient synchrony-based coding in the retina: a simulation study
title_sort microsaccades enable efficient synchrony-based coding in the retina: a simulation study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4827057/
https://www.ncbi.nlm.nih.gov/pubmed/27063867
http://dx.doi.org/10.1038/srep24086
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