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Timing Precision in Population Coding of Natural Scenes in the Early Visual System

The timing of spiking activity across neurons is a fundamental aspect of the neural population code. Individual neurons in the retina, thalamus, and cortex can have very precise and repeatable responses but exhibit degraded temporal precision in response to suboptimal stimuli. To investigate the fun...

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Detalles Bibliográficos
Autores principales: Desbordes, Gaëlle, Jin, Jianzhong, Weng, Chong, Lesica, Nicholas A, Stanley, Garrett B, Alonso, Jose-Manuel
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2602720/
https://www.ncbi.nlm.nih.gov/pubmed/19090624
http://dx.doi.org/10.1371/journal.pbio.0060324
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author Desbordes, Gaëlle
Jin, Jianzhong
Weng, Chong
Lesica, Nicholas A
Stanley, Garrett B
Alonso, Jose-Manuel
author_facet Desbordes, Gaëlle
Jin, Jianzhong
Weng, Chong
Lesica, Nicholas A
Stanley, Garrett B
Alonso, Jose-Manuel
author_sort Desbordes, Gaëlle
collection PubMed
description The timing of spiking activity across neurons is a fundamental aspect of the neural population code. Individual neurons in the retina, thalamus, and cortex can have very precise and repeatable responses but exhibit degraded temporal precision in response to suboptimal stimuli. To investigate the functional implications for neural populations in natural conditions, we recorded in vivo the simultaneous responses, to movies of natural scenes, of multiple thalamic neurons likely converging to a common neuronal target in primary visual cortex. We show that the response of individual neurons is less precise at lower contrast, but that spike timing precision across neurons is relatively insensitive to global changes in visual contrast. Overall, spike timing precision within and across cells is on the order of 10 ms. Since closely timed spikes are more efficient in inducing a spike in downstream cortical neurons, and since fine temporal precision is necessary to represent the more slowly varying natural environment, we argue that preserving relative spike timing at a ∼10-ms resolution is a crucial property of the neural code entering cortex.
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spelling pubmed-26027202008-12-16 Timing Precision in Population Coding of Natural Scenes in the Early Visual System Desbordes, Gaëlle Jin, Jianzhong Weng, Chong Lesica, Nicholas A Stanley, Garrett B Alonso, Jose-Manuel PLoS Biol Research Article The timing of spiking activity across neurons is a fundamental aspect of the neural population code. Individual neurons in the retina, thalamus, and cortex can have very precise and repeatable responses but exhibit degraded temporal precision in response to suboptimal stimuli. To investigate the functional implications for neural populations in natural conditions, we recorded in vivo the simultaneous responses, to movies of natural scenes, of multiple thalamic neurons likely converging to a common neuronal target in primary visual cortex. We show that the response of individual neurons is less precise at lower contrast, but that spike timing precision across neurons is relatively insensitive to global changes in visual contrast. Overall, spike timing precision within and across cells is on the order of 10 ms. Since closely timed spikes are more efficient in inducing a spike in downstream cortical neurons, and since fine temporal precision is necessary to represent the more slowly varying natural environment, we argue that preserving relative spike timing at a ∼10-ms resolution is a crucial property of the neural code entering cortex. Public Library of Science 2008-12 2008-12-16 /pmc/articles/PMC2602720/ /pubmed/19090624 http://dx.doi.org/10.1371/journal.pbio.0060324 Text en © 2008 Desbordes et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Desbordes, Gaëlle
Jin, Jianzhong
Weng, Chong
Lesica, Nicholas A
Stanley, Garrett B
Alonso, Jose-Manuel
Timing Precision in Population Coding of Natural Scenes in the Early Visual System
title Timing Precision in Population Coding of Natural Scenes in the Early Visual System
title_full Timing Precision in Population Coding of Natural Scenes in the Early Visual System
title_fullStr Timing Precision in Population Coding of Natural Scenes in the Early Visual System
title_full_unstemmed Timing Precision in Population Coding of Natural Scenes in the Early Visual System
title_short Timing Precision in Population Coding of Natural Scenes in the Early Visual System
title_sort timing precision in population coding of natural scenes in the early visual system
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2602720/
https://www.ncbi.nlm.nih.gov/pubmed/19090624
http://dx.doi.org/10.1371/journal.pbio.0060324
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