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Distinct timescales of population coding across cortex

The cortex represents information across widely varying timescales(1–5). For instance, sensory cortex encodes stimuli that fluctuate over few tens of milliseconds(6,7), whereas in association cortex behavioral choices can require the maintenance of information over seconds(8,9). However, it remains...

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Autores principales: Runyan, Caroline A., Piasini, Eugenio, Panzeri, Stefano, Harvey, Christopher D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5859334/
https://www.ncbi.nlm.nih.gov/pubmed/28723889
http://dx.doi.org/10.1038/nature23020
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author Runyan, Caroline A.
Piasini, Eugenio
Panzeri, Stefano
Harvey, Christopher D.
author_facet Runyan, Caroline A.
Piasini, Eugenio
Panzeri, Stefano
Harvey, Christopher D.
author_sort Runyan, Caroline A.
collection PubMed
description The cortex represents information across widely varying timescales(1–5). For instance, sensory cortex encodes stimuli that fluctuate over few tens of milliseconds(6,7), whereas in association cortex behavioral choices can require the maintenance of information over seconds(8,9). However, it remains poorly understood if diverse timescales result mostly from features intrinsic to individual neurons or from neuronal population activity. This question is unanswered because the timescales of coding in populations of neurons have not been studied extensively, and population codes have not been compared systematically across cortical regions. Here we discovered that population codes can be essential to achieve long coding timescales. Furthermore, we found that the properties of population codes differ between sensory and association cortices. We compared coding for sensory stimuli and behavioral choices in auditory cortex (AC) and posterior parietal cortex (PPC) as mice performed a sound localization task. Auditory stimulus information was stronger in AC than in PPC, and both regions contained choice information. Although AC and PPC coded information by tiling in time neurons that were transiently informative for ~200 milliseconds, the areas had major differences in functional coupling between neurons, measured as activity correlations that could not be explained by task events. Coupling among PPC neurons was strong and extended over long time lags, whereas coupling among AC neurons was weak and short-lived. Stronger coupling in PPC led to a population code with long timescales and a representation of choice that remained consistent for approximately one second. In contrast, AC had a code with rapid fluctuations in stimulus and choice information over hundreds of milliseconds. Our results reveal that population codes differ across cortex and that coupling is a variable property of cortical populations that affects the timescale of information coding and the accuracy of behavior.
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spelling pubmed-58593342018-03-20 Distinct timescales of population coding across cortex Runyan, Caroline A. Piasini, Eugenio Panzeri, Stefano Harvey, Christopher D. Nature Article The cortex represents information across widely varying timescales(1–5). For instance, sensory cortex encodes stimuli that fluctuate over few tens of milliseconds(6,7), whereas in association cortex behavioral choices can require the maintenance of information over seconds(8,9). However, it remains poorly understood if diverse timescales result mostly from features intrinsic to individual neurons or from neuronal population activity. This question is unanswered because the timescales of coding in populations of neurons have not been studied extensively, and population codes have not been compared systematically across cortical regions. Here we discovered that population codes can be essential to achieve long coding timescales. Furthermore, we found that the properties of population codes differ between sensory and association cortices. We compared coding for sensory stimuli and behavioral choices in auditory cortex (AC) and posterior parietal cortex (PPC) as mice performed a sound localization task. Auditory stimulus information was stronger in AC than in PPC, and both regions contained choice information. Although AC and PPC coded information by tiling in time neurons that were transiently informative for ~200 milliseconds, the areas had major differences in functional coupling between neurons, measured as activity correlations that could not be explained by task events. Coupling among PPC neurons was strong and extended over long time lags, whereas coupling among AC neurons was weak and short-lived. Stronger coupling in PPC led to a population code with long timescales and a representation of choice that remained consistent for approximately one second. In contrast, AC had a code with rapid fluctuations in stimulus and choice information over hundreds of milliseconds. Our results reveal that population codes differ across cortex and that coupling is a variable property of cortical populations that affects the timescale of information coding and the accuracy of behavior. 2017-07-19 2017-08-03 /pmc/articles/PMC5859334/ /pubmed/28723889 http://dx.doi.org/10.1038/nature23020 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms Reprints and permissions information is available at www.nature.com/reprints (http://www.nature.com/reprints) .
spellingShingle Article
Runyan, Caroline A.
Piasini, Eugenio
Panzeri, Stefano
Harvey, Christopher D.
Distinct timescales of population coding across cortex
title Distinct timescales of population coding across cortex
title_full Distinct timescales of population coding across cortex
title_fullStr Distinct timescales of population coding across cortex
title_full_unstemmed Distinct timescales of population coding across cortex
title_short Distinct timescales of population coding across cortex
title_sort distinct timescales of population coding across cortex
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5859334/
https://www.ncbi.nlm.nih.gov/pubmed/28723889
http://dx.doi.org/10.1038/nature23020
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