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A category-free neural population supports evolving demands during decision-making

The posterior parietal cortex (PPC) receives diverse inputs and is involved in a dizzying array of behaviors. These multiple behaviors could rely on distinct categories of neurons specialized to represent particular variables or could rely on a single population of PPC neurons that is leveraged in d...

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Detalles Bibliográficos
Autores principales: Raposo, David, Kaufman, Matthew T., Churchland, Anne K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4294797/
https://www.ncbi.nlm.nih.gov/pubmed/25383902
http://dx.doi.org/10.1038/nn.3865
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author Raposo, David
Kaufman, Matthew T.
Churchland, Anne K.
author_facet Raposo, David
Kaufman, Matthew T.
Churchland, Anne K.
author_sort Raposo, David
collection PubMed
description The posterior parietal cortex (PPC) receives diverse inputs and is involved in a dizzying array of behaviors. These multiple behaviors could rely on distinct categories of neurons specialized to represent particular variables or could rely on a single population of PPC neurons that is leveraged in different ways. To distinguish these possibilities, we evaluated rat PPC neurons recorded during multisensory decisions. Novel tests revealed that task parameters and temporal response features were distributed randomly across neurons, without evidence of categories. This suggests that PPC neurons constitute a dynamic network that is decoded according to the animal’s current needs. To test for an additional signature of a dynamic network, we compared moments when behavioral demands differ: decision and movement. Our novel state-space analysis revealed that the network explored different dimensions during decision and movement. These observations suggest that a single network of neurons can support the evolving behavioral demands of decision-making.
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spelling pubmed-42947972015-06-01 A category-free neural population supports evolving demands during decision-making Raposo, David Kaufman, Matthew T. Churchland, Anne K. Nat Neurosci Article The posterior parietal cortex (PPC) receives diverse inputs and is involved in a dizzying array of behaviors. These multiple behaviors could rely on distinct categories of neurons specialized to represent particular variables or could rely on a single population of PPC neurons that is leveraged in different ways. To distinguish these possibilities, we evaluated rat PPC neurons recorded during multisensory decisions. Novel tests revealed that task parameters and temporal response features were distributed randomly across neurons, without evidence of categories. This suggests that PPC neurons constitute a dynamic network that is decoded according to the animal’s current needs. To test for an additional signature of a dynamic network, we compared moments when behavioral demands differ: decision and movement. Our novel state-space analysis revealed that the network explored different dimensions during decision and movement. These observations suggest that a single network of neurons can support the evolving behavioral demands of decision-making. 2014-11-10 2014-12 /pmc/articles/PMC4294797/ /pubmed/25383902 http://dx.doi.org/10.1038/nn.3865 Text en http://www.nature.com/authors/editorial_policies/license.html#terms 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
spellingShingle Article
Raposo, David
Kaufman, Matthew T.
Churchland, Anne K.
A category-free neural population supports evolving demands during decision-making
title A category-free neural population supports evolving demands during decision-making
title_full A category-free neural population supports evolving demands during decision-making
title_fullStr A category-free neural population supports evolving demands during decision-making
title_full_unstemmed A category-free neural population supports evolving demands during decision-making
title_short A category-free neural population supports evolving demands during decision-making
title_sort category-free neural population supports evolving demands during decision-making
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4294797/
https://www.ncbi.nlm.nih.gov/pubmed/25383902
http://dx.doi.org/10.1038/nn.3865
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