Multiscale low-dimensional motor cortical state dynamics predict naturalistic reach-and-grasp behavior

Motor control involves neural dynamics at multiple spatiotemporal scales. Here the authors show that a multiscale, low-dimensional dynamical structure that is shared between scales and subjects reflects naturalistic reach-and-grasp movements in macaques.

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Autores principales:	Hamidreza Abbaspourazad, Mahdi Choudhury, Yan T. Wong, Bijan Pesaran, Maryam M. Shanechi
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/1d9afe1d9cde4d4ab1a1b726073f1e58
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spelling	oai:doaj.org-article:1d9afe1d9cde4d4ab1a1b726073f1e582021-12-02T13:27:30ZMultiscale low-dimensional motor cortical state dynamics predict naturalistic reach-and-grasp behavior10.1038/s41467-020-20197-x2041-1723https://doaj.org/article/1d9afe1d9cde4d4ab1a1b726073f1e582021-01-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-20197-xhttps://doaj.org/toc/2041-1723Motor control involves neural dynamics at multiple spatiotemporal scales. Here the authors show that a multiscale, low-dimensional dynamical structure that is shared between scales and subjects reflects naturalistic reach-and-grasp movements in macaques.Hamidreza AbbaspourazadMahdi ChoudhuryYan T. WongBijan PesaranMaryam M. ShanechiNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-19 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Hamidreza Abbaspourazad Mahdi Choudhury Yan T. Wong Bijan Pesaran Maryam M. Shanechi Multiscale low-dimensional motor cortical state dynamics predict naturalistic reach-and-grasp behavior
description	Motor control involves neural dynamics at multiple spatiotemporal scales. Here the authors show that a multiscale, low-dimensional dynamical structure that is shared between scales and subjects reflects naturalistic reach-and-grasp movements in macaques.
format	article
author	Hamidreza Abbaspourazad Mahdi Choudhury Yan T. Wong Bijan Pesaran Maryam M. Shanechi
author_facet	Hamidreza Abbaspourazad Mahdi Choudhury Yan T. Wong Bijan Pesaran Maryam M. Shanechi
author_sort	Hamidreza Abbaspourazad
title	Multiscale low-dimensional motor cortical state dynamics predict naturalistic reach-and-grasp behavior
title_short	Multiscale low-dimensional motor cortical state dynamics predict naturalistic reach-and-grasp behavior
title_full	Multiscale low-dimensional motor cortical state dynamics predict naturalistic reach-and-grasp behavior
title_fullStr	Multiscale low-dimensional motor cortical state dynamics predict naturalistic reach-and-grasp behavior
title_full_unstemmed	Multiscale low-dimensional motor cortical state dynamics predict naturalistic reach-and-grasp behavior
title_sort	multiscale low-dimensional motor cortical state dynamics predict naturalistic reach-and-grasp behavior
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/1d9afe1d9cde4d4ab1a1b726073f1e58
work_keys_str_mv	AT hamidrezaabbaspourazad multiscalelowdimensionalmotorcorticalstatedynamicspredictnaturalisticreachandgraspbehavior AT mahdichoudhury multiscalelowdimensionalmotorcorticalstatedynamicspredictnaturalisticreachandgraspbehavior AT yantwong multiscalelowdimensionalmotorcorticalstatedynamicspredictnaturalisticreachandgraspbehavior AT bijanpesaran multiscalelowdimensionalmotorcorticalstatedynamicspredictnaturalisticreachandgraspbehavior AT maryammshanechi multiscalelowdimensionalmotorcorticalstatedynamicspredictnaturalisticreachandgraspbehavior
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Multiscale low-dimensional motor cortical state dynamics predict naturalistic reach-and-grasp behavior

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