Multiple timescales of normalized value coding underlie adaptive choice behavior

Previous work has shown that the neural representation of value adapts to the recent history of rewards. Here, the authors report that a computational model based on divisive normalization over multiple timescales can explain changes in value coding driven by changes in the reward statistics.

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Detalles Bibliográficos
Autores principales:	Jan Zimmermann, Paul W. Glimcher, Kenway Louie
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2018
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/ebbbfa3c179d4de9aa41eb389b29691e
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spelling	oai:doaj.org-article:ebbbfa3c179d4de9aa41eb389b29691e2021-12-02T16:56:56ZMultiple timescales of normalized value coding underlie adaptive choice behavior10.1038/s41467-018-05507-82041-1723https://doaj.org/article/ebbbfa3c179d4de9aa41eb389b29691e2018-08-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-05507-8https://doaj.org/toc/2041-1723Previous work has shown that the neural representation of value adapts to the recent history of rewards. Here, the authors report that a computational model based on divisive normalization over multiple timescales can explain changes in value coding driven by changes in the reward statistics.Jan ZimmermannPaul W. GlimcherKenway LouieNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-11 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Jan Zimmermann Paul W. Glimcher Kenway Louie Multiple timescales of normalized value coding underlie adaptive choice behavior
description	Previous work has shown that the neural representation of value adapts to the recent history of rewards. Here, the authors report that a computational model based on divisive normalization over multiple timescales can explain changes in value coding driven by changes in the reward statistics.
format	article
author	Jan Zimmermann Paul W. Glimcher Kenway Louie
author_facet	Jan Zimmermann Paul W. Glimcher Kenway Louie
author_sort	Jan Zimmermann
title	Multiple timescales of normalized value coding underlie adaptive choice behavior
title_short	Multiple timescales of normalized value coding underlie adaptive choice behavior
title_full	Multiple timescales of normalized value coding underlie adaptive choice behavior
title_fullStr	Multiple timescales of normalized value coding underlie adaptive choice behavior
title_full_unstemmed	Multiple timescales of normalized value coding underlie adaptive choice behavior
title_sort	multiple timescales of normalized value coding underlie adaptive choice behavior
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/ebbbfa3c179d4de9aa41eb389b29691e
work_keys_str_mv	AT janzimmermann multipletimescalesofnormalizedvaluecodingunderlieadaptivechoicebehavior AT paulwglimcher multipletimescalesofnormalizedvaluecodingunderlieadaptivechoicebehavior AT kenwaylouie multipletimescalesofnormalizedvaluecodingunderlieadaptivechoicebehavior
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Multiple timescales of normalized value coding underlie adaptive choice behavior

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