A model of temporal scaling correctly predicts that motor timing improves with speed

Humans can perform complex motor movements at varying speeds. Here, the authors show that a recurrent neural network can be trained to exhibit temporal scaling obeying Weber’s law as well as validate a prediction of the model of improved precision of movements at faster speeds.

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Autores principales:	Nicholas F. Hardy, Vishwa Goudar, Juan L. Romero-Sosa, Dean V. Buonomano
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2018
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/1735b53621ec48ce80e9bab83c18ff20
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spelling	oai:doaj.org-article:1735b53621ec48ce80e9bab83c18ff202021-12-02T16:49:52ZA model of temporal scaling correctly predicts that motor timing improves with speed10.1038/s41467-018-07161-62041-1723https://doaj.org/article/1735b53621ec48ce80e9bab83c18ff202018-11-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-07161-6https://doaj.org/toc/2041-1723Humans can perform complex motor movements at varying speeds. Here, the authors show that a recurrent neural network can be trained to exhibit temporal scaling obeying Weber’s law as well as validate a prediction of the model of improved precision of movements at faster speeds.Nicholas F. HardyVishwa GoudarJuan L. Romero-SosaDean V. BuonomanoNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-14 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Nicholas F. Hardy Vishwa Goudar Juan L. Romero-Sosa Dean V. Buonomano A model of temporal scaling correctly predicts that motor timing improves with speed
description	Humans can perform complex motor movements at varying speeds. Here, the authors show that a recurrent neural network can be trained to exhibit temporal scaling obeying Weber’s law as well as validate a prediction of the model of improved precision of movements at faster speeds.
format	article
author	Nicholas F. Hardy Vishwa Goudar Juan L. Romero-Sosa Dean V. Buonomano
author_facet	Nicholas F. Hardy Vishwa Goudar Juan L. Romero-Sosa Dean V. Buonomano
author_sort	Nicholas F. Hardy
title	A model of temporal scaling correctly predicts that motor timing improves with speed
title_short	A model of temporal scaling correctly predicts that motor timing improves with speed
title_full	A model of temporal scaling correctly predicts that motor timing improves with speed
title_fullStr	A model of temporal scaling correctly predicts that motor timing improves with speed
title_full_unstemmed	A model of temporal scaling correctly predicts that motor timing improves with speed
title_sort	model of temporal scaling correctly predicts that motor timing improves with speed
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/1735b53621ec48ce80e9bab83c18ff20
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A model of temporal scaling correctly predicts that motor timing improves with speed

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