Decoding arm speed during reaching

Brain–machine interfaces typically decode arm velocity from motor cortical neurons to move neuroprostheses, but performance of these devices is degraded by erroneous extraction of speed from the neuronal firing patterns. Here, the authors show that this error can be corrected by using a hybrid artif...

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Detalles Bibliográficos
Autores principales:	Yoh Inoue, Hongwei Mao, Steven B. Suway, Josue Orellana, Andrew B. Schwartz
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2018
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/f29031c4bcf6498c82d81ef9f86fb397
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id	oai:doaj.org-article:f29031c4bcf6498c82d81ef9f86fb397
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spelling	oai:doaj.org-article:f29031c4bcf6498c82d81ef9f86fb3972021-12-02T16:50:11ZDecoding arm speed during reaching10.1038/s41467-018-07647-32041-1723https://doaj.org/article/f29031c4bcf6498c82d81ef9f86fb3972018-12-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-07647-3https://doaj.org/toc/2041-1723Brain–machine interfaces typically decode arm velocity from motor cortical neurons to move neuroprostheses, but performance of these devices is degraded by erroneous extraction of speed from the neuronal firing patterns. Here, the authors show that this error can be corrected by using a hybrid artificial neural network approach.Yoh InoueHongwei MaoSteven B. SuwayJosue OrellanaAndrew B. SchwartzNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-14 (2018)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Yoh Inoue Hongwei Mao Steven B. Suway Josue Orellana Andrew B. Schwartz Decoding arm speed during reaching
description	Brain–machine interfaces typically decode arm velocity from motor cortical neurons to move neuroprostheses, but performance of these devices is degraded by erroneous extraction of speed from the neuronal firing patterns. Here, the authors show that this error can be corrected by using a hybrid artificial neural network approach.
format	article
author	Yoh Inoue Hongwei Mao Steven B. Suway Josue Orellana Andrew B. Schwartz
author_facet	Yoh Inoue Hongwei Mao Steven B. Suway Josue Orellana Andrew B. Schwartz
author_sort	Yoh Inoue
title	Decoding arm speed during reaching
title_short	Decoding arm speed during reaching
title_full	Decoding arm speed during reaching
title_fullStr	Decoding arm speed during reaching
title_full_unstemmed	Decoding arm speed during reaching
title_sort	decoding arm speed during reaching
publisher	Nature Portfolio
publishDate	2018
url	https://doaj.org/article/f29031c4bcf6498c82d81ef9f86fb397
work_keys_str_mv	AT yohinoue decodingarmspeedduringreaching AT hongweimao decodingarmspeedduringreaching AT stevenbsuway decodingarmspeedduringreaching AT josueorellana decodingarmspeedduringreaching AT andrewbschwartz decodingarmspeedduringreaching
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Decoding arm speed during reaching

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