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Degraded EEG decoding of wrist movements in absence of kinaesthetic feedback

A major assumption of brain–machine interface research is that patients with disconnected neural pathways can still volitionally recall precise motor commands that could be decoded for naturalistic prosthetic control. However, the disconnected condition of these patients also blocks kinaesthetic fee...

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Detalles Bibliográficos
Autores principales: Galán, Ferran, Baker, Mark R., Alter, Kai, Baker, Stuart N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4312958/
https://www.ncbi.nlm.nih.gov/pubmed/25307551
http://dx.doi.org/10.1002/hbm.22653
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author Galán, Ferran
Baker, Mark R.
Alter, Kai
Baker, Stuart N.
author_facet Galán, Ferran
Baker, Mark R.
Alter, Kai
Baker, Stuart N.
author_sort Galán, Ferran
collection PubMed
description A major assumption of brain–machine interface research is that patients with disconnected neural pathways can still volitionally recall precise motor commands that could be decoded for naturalistic prosthetic control. However, the disconnected condition of these patients also blocks kinaesthetic feedback from the periphery, which has been shown to regulate centrally generated output responsible for accurate motor control. Here, we tested how well motor commands are generated in the absence of kinaesthetic feedback by decoding hand movements from human scalp electroencephalography in three conditions: unimpaired movement, imagined movement, and movement attempted during temporary disconnection of peripheral afferent and efferent nerves by ischemic nerve block. Our results suggest that the recall of cortical motor commands is impoverished in the absence of kinaesthetic feedback, challenging the possibility of precise naturalistic cortical prosthetic control. Hum Brain Mapp 36:643–654, 2015. © 2014 The Authors. Human Brain Mapping Published by Wiley Periodicals, Inc.
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spelling pubmed-43129582015-02-10 Degraded EEG decoding of wrist movements in absence of kinaesthetic feedback Galán, Ferran Baker, Mark R. Alter, Kai Baker, Stuart N. Hum Brain Mapp Research Articles A major assumption of brain–machine interface research is that patients with disconnected neural pathways can still volitionally recall precise motor commands that could be decoded for naturalistic prosthetic control. However, the disconnected condition of these patients also blocks kinaesthetic feedback from the periphery, which has been shown to regulate centrally generated output responsible for accurate motor control. Here, we tested how well motor commands are generated in the absence of kinaesthetic feedback by decoding hand movements from human scalp electroencephalography in three conditions: unimpaired movement, imagined movement, and movement attempted during temporary disconnection of peripheral afferent and efferent nerves by ischemic nerve block. Our results suggest that the recall of cortical motor commands is impoverished in the absence of kinaesthetic feedback, challenging the possibility of precise naturalistic cortical prosthetic control. Hum Brain Mapp 36:643–654, 2015. © 2014 The Authors. Human Brain Mapping Published by Wiley Periodicals, Inc. John Wiley and Sons Inc. 2014-10-12 /pmc/articles/PMC4312958/ /pubmed/25307551 http://dx.doi.org/10.1002/hbm.22653 Text en © 2014 The Authors. Human Brain Mapping Published by Wiley Periodicals, Inc. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. This is an open access article under the terms of the http://creativecommons.org/licenses/by/3.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Galán, Ferran
Baker, Mark R.
Alter, Kai
Baker, Stuart N.
Degraded EEG decoding of wrist movements in absence of kinaesthetic feedback
title Degraded EEG decoding of wrist movements in absence of kinaesthetic feedback
title_full Degraded EEG decoding of wrist movements in absence of kinaesthetic feedback
title_fullStr Degraded EEG decoding of wrist movements in absence of kinaesthetic feedback
title_full_unstemmed Degraded EEG decoding of wrist movements in absence of kinaesthetic feedback
title_short Degraded EEG decoding of wrist movements in absence of kinaesthetic feedback
title_sort degraded eeg decoding of wrist movements in absence of kinaesthetic feedback
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4312958/
https://www.ncbi.nlm.nih.gov/pubmed/25307551
http://dx.doi.org/10.1002/hbm.22653
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