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Millisecond-Scale Motor Encoding in a Cortical Vocal Area

Studies of motor control have almost universally examined firing rates to investigate how the brain shapes behavior. In principle, however, neurons could encode information through the precise temporal patterning of their spike trains as well as (or instead of) through their firing rates. Although t...

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Detalles Bibliográficos
Autores principales: Tang, Claire, Chehayeb, Diala, Srivastava, Kyle, Nemenman, Ilya, Sober, Samuel J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4260785/
https://www.ncbi.nlm.nih.gov/pubmed/25490022
http://dx.doi.org/10.1371/journal.pbio.1002018
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author Tang, Claire
Chehayeb, Diala
Srivastava, Kyle
Nemenman, Ilya
Sober, Samuel J.
author_facet Tang, Claire
Chehayeb, Diala
Srivastava, Kyle
Nemenman, Ilya
Sober, Samuel J.
author_sort Tang, Claire
collection PubMed
description Studies of motor control have almost universally examined firing rates to investigate how the brain shapes behavior. In principle, however, neurons could encode information through the precise temporal patterning of their spike trains as well as (or instead of) through their firing rates. Although the importance of spike timing has been demonstrated in sensory systems, it is largely unknown whether timing differences in motor areas could affect behavior. We tested the hypothesis that significant information about trial-by-trial variations in behavior is represented by spike timing in the songbird vocal motor system. We found that neurons in motor cortex convey information via spike timing far more often than via spike rate and that the amount of information conveyed at the millisecond timescale greatly exceeds the information available from spike counts. These results demonstrate that information can be represented by spike timing in motor circuits and suggest that timing variations evoke differences in behavior.
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spelling pubmed-42607852014-12-15 Millisecond-Scale Motor Encoding in a Cortical Vocal Area Tang, Claire Chehayeb, Diala Srivastava, Kyle Nemenman, Ilya Sober, Samuel J. PLoS Biol Research Article Studies of motor control have almost universally examined firing rates to investigate how the brain shapes behavior. In principle, however, neurons could encode information through the precise temporal patterning of their spike trains as well as (or instead of) through their firing rates. Although the importance of spike timing has been demonstrated in sensory systems, it is largely unknown whether timing differences in motor areas could affect behavior. We tested the hypothesis that significant information about trial-by-trial variations in behavior is represented by spike timing in the songbird vocal motor system. We found that neurons in motor cortex convey information via spike timing far more often than via spike rate and that the amount of information conveyed at the millisecond timescale greatly exceeds the information available from spike counts. These results demonstrate that information can be represented by spike timing in motor circuits and suggest that timing variations evoke differences in behavior. Public Library of Science 2014-12-09 /pmc/articles/PMC4260785/ /pubmed/25490022 http://dx.doi.org/10.1371/journal.pbio.1002018 Text en © 2014 Tang 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
Tang, Claire
Chehayeb, Diala
Srivastava, Kyle
Nemenman, Ilya
Sober, Samuel J.
Millisecond-Scale Motor Encoding in a Cortical Vocal Area
title Millisecond-Scale Motor Encoding in a Cortical Vocal Area
title_full Millisecond-Scale Motor Encoding in a Cortical Vocal Area
title_fullStr Millisecond-Scale Motor Encoding in a Cortical Vocal Area
title_full_unstemmed Millisecond-Scale Motor Encoding in a Cortical Vocal Area
title_short Millisecond-Scale Motor Encoding in a Cortical Vocal Area
title_sort millisecond-scale motor encoding in a cortical vocal area
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4260785/
https://www.ncbi.nlm.nih.gov/pubmed/25490022
http://dx.doi.org/10.1371/journal.pbio.1002018
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