An orderly single-trial organization of population dynamics in premotor cortex predicts behavioral variability

To explain the neural correlates of behavior and its variability, one must analyze single-trial population dynamics. Here, the authors develop a statistical method that extracts low-dimensional dynamics that explain behavior better than high-dimensional neural activity revealing unexpected structure...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Ziqiang Wei, Hidehiko Inagaki, Nuo Li, Karel Svoboda, Shaul Druckmann
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2019
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/4354c31399954a5585f1a74a123f387f
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:4354c31399954a5585f1a74a123f387f
record_format	dspace
spelling	oai:doaj.org-article:4354c31399954a5585f1a74a123f387f2021-12-02T15:35:59ZAn orderly single-trial organization of population dynamics in premotor cortex predicts behavioral variability10.1038/s41467-018-08141-62041-1723https://doaj.org/article/4354c31399954a5585f1a74a123f387f2019-01-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-08141-6https://doaj.org/toc/2041-1723To explain the neural correlates of behavior and its variability, one must analyze single-trial population dynamics. Here, the authors develop a statistical method that extracts low-dimensional dynamics that explain behavior better than high-dimensional neural activity revealing unexpected structure.Ziqiang WeiHidehiko InagakiNuo LiKarel SvobodaShaul DruckmannNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-14 (2019)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Ziqiang Wei Hidehiko Inagaki Nuo Li Karel Svoboda Shaul Druckmann An orderly single-trial organization of population dynamics in premotor cortex predicts behavioral variability
description	To explain the neural correlates of behavior and its variability, one must analyze single-trial population dynamics. Here, the authors develop a statistical method that extracts low-dimensional dynamics that explain behavior better than high-dimensional neural activity revealing unexpected structure.
format	article
author	Ziqiang Wei Hidehiko Inagaki Nuo Li Karel Svoboda Shaul Druckmann
author_facet	Ziqiang Wei Hidehiko Inagaki Nuo Li Karel Svoboda Shaul Druckmann
author_sort	Ziqiang Wei
title	An orderly single-trial organization of population dynamics in premotor cortex predicts behavioral variability
title_short	An orderly single-trial organization of population dynamics in premotor cortex predicts behavioral variability
title_full	An orderly single-trial organization of population dynamics in premotor cortex predicts behavioral variability
title_fullStr	An orderly single-trial organization of population dynamics in premotor cortex predicts behavioral variability
title_full_unstemmed	An orderly single-trial organization of population dynamics in premotor cortex predicts behavioral variability
title_sort	orderly single-trial organization of population dynamics in premotor cortex predicts behavioral variability
publisher	Nature Portfolio
publishDate	2019
url	https://doaj.org/article/4354c31399954a5585f1a74a123f387f
work_keys_str_mv	AT ziqiangwei anorderlysingletrialorganizationofpopulationdynamicsinpremotorcortexpredictsbehavioralvariability AT hidehikoinagaki anorderlysingletrialorganizationofpopulationdynamicsinpremotorcortexpredictsbehavioralvariability AT nuoli anorderlysingletrialorganizationofpopulationdynamicsinpremotorcortexpredictsbehavioralvariability AT karelsvoboda anorderlysingletrialorganizationofpopulationdynamicsinpremotorcortexpredictsbehavioralvariability AT shauldruckmann anorderlysingletrialorganizationofpopulationdynamicsinpremotorcortexpredictsbehavioralvariability AT ziqiangwei orderlysingletrialorganizationofpopulationdynamicsinpremotorcortexpredictsbehavioralvariability AT hidehikoinagaki orderlysingletrialorganizationofpopulationdynamicsinpremotorcortexpredictsbehavioralvariability AT nuoli orderlysingletrialorganizationofpopulationdynamicsinpremotorcortexpredictsbehavioralvariability AT karelsvoboda orderlysingletrialorganizationofpopulationdynamicsinpremotorcortexpredictsbehavioralvariability AT shauldruckmann orderlysingletrialorganizationofpopulationdynamicsinpremotorcortexpredictsbehavioralvariability
_version_	1718386348221530112

An orderly single-trial organization of population dynamics in premotor cortex predicts behavioral variability

Ejemplares similares