Uncovering hidden brain state dynamics that regulate performance and decision-making during cognition

Brain activity is driven, in part, by external stimuli and demands, but internal brain states also change over time. Here, the authors use a novel Bayesian algorithm to track dynamic transitions between hidden neural states in human brain activity and to relate brain dynamics with behavior.

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Autores principales:	Jalil Taghia, Weidong Cai, Srikanth Ryali, John Kochalka, Jonathan Nicholas, Tianwen Chen, Vinod Menon
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2018
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/9ce704001700410ba12df08bad3fad55
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spelling	oai:doaj.org-article:9ce704001700410ba12df08bad3fad552021-12-02T17:31:11ZUncovering hidden brain state dynamics that regulate performance and decision-making during cognition10.1038/s41467-018-04723-62041-1723https://doaj.org/article/9ce704001700410ba12df08bad3fad552018-06-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-04723-6https://doaj.org/toc/2041-1723Brain activity is driven, in part, by external stimuli and demands, but internal brain states also change over time. Here, the authors use a novel Bayesian algorithm to track dynamic transitions between hidden neural states in human brain activity and to relate brain dynamics with behavior.Jalil TaghiaWeidong CaiSrikanth RyaliJohn KochalkaJonathan NicholasTianwen ChenVinod MenonNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-19 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Jalil Taghia Weidong Cai Srikanth Ryali John Kochalka Jonathan Nicholas Tianwen Chen Vinod Menon Uncovering hidden brain state dynamics that regulate performance and decision-making during cognition
description	Brain activity is driven, in part, by external stimuli and demands, but internal brain states also change over time. Here, the authors use a novel Bayesian algorithm to track dynamic transitions between hidden neural states in human brain activity and to relate brain dynamics with behavior.
format	article
author	Jalil Taghia Weidong Cai Srikanth Ryali John Kochalka Jonathan Nicholas Tianwen Chen Vinod Menon
author_facet	Jalil Taghia Weidong Cai Srikanth Ryali John Kochalka Jonathan Nicholas Tianwen Chen Vinod Menon
author_sort	Jalil Taghia
title	Uncovering hidden brain state dynamics that regulate performance and decision-making during cognition
title_short	Uncovering hidden brain state dynamics that regulate performance and decision-making during cognition
title_full	Uncovering hidden brain state dynamics that regulate performance and decision-making during cognition
title_fullStr	Uncovering hidden brain state dynamics that regulate performance and decision-making during cognition
title_full_unstemmed	Uncovering hidden brain state dynamics that regulate performance and decision-making during cognition
title_sort	uncovering hidden brain state dynamics that regulate performance and decision-making during cognition
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/9ce704001700410ba12df08bad3fad55
work_keys_str_mv	AT jaliltaghia uncoveringhiddenbrainstatedynamicsthatregulateperformanceanddecisionmakingduringcognition AT weidongcai uncoveringhiddenbrainstatedynamicsthatregulateperformanceanddecisionmakingduringcognition AT srikanthryali uncoveringhiddenbrainstatedynamicsthatregulateperformanceanddecisionmakingduringcognition AT johnkochalka uncoveringhiddenbrainstatedynamicsthatregulateperformanceanddecisionmakingduringcognition AT jonathannicholas uncoveringhiddenbrainstatedynamicsthatregulateperformanceanddecisionmakingduringcognition AT tianwenchen uncoveringhiddenbrainstatedynamicsthatregulateperformanceanddecisionmakingduringcognition AT vinodmenon uncoveringhiddenbrainstatedynamicsthatregulateperformanceanddecisionmakingduringcognition
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Uncovering hidden brain state dynamics that regulate performance and decision-making during cognition

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