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Neural ensemble dynamics in dorsal motor cortex during speech in people with paralysis

Speaking is a sensorimotor behavior whose neural basis is difficult to study with single neuron resolution due to the scarcity of human intracortical measurements. We used electrode arrays to record from the motor cortex ‘hand knob’ in two people with tetraplegia, an area not previously implicated i...

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Autores principales: Stavisky, Sergey D, Willett, Francis R, Wilson, Guy H, Murphy, Brian A, Rezaii, Paymon, Avansino, Donald T, Memberg, William D, Miller, Jonathan P, Kirsch, Robert F, Hochberg, Leigh R, Ajiboye, A Bolu, Druckmann, Shaul, Shenoy, Krishna V, Henderson, Jaimie M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6954053/
https://www.ncbi.nlm.nih.gov/pubmed/31820736
http://dx.doi.org/10.7554/eLife.46015
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author Stavisky, Sergey D
Willett, Francis R
Wilson, Guy H
Murphy, Brian A
Rezaii, Paymon
Avansino, Donald T
Memberg, William D
Miller, Jonathan P
Kirsch, Robert F
Hochberg, Leigh R
Ajiboye, A Bolu
Druckmann, Shaul
Shenoy, Krishna V
Henderson, Jaimie M
author_facet Stavisky, Sergey D
Willett, Francis R
Wilson, Guy H
Murphy, Brian A
Rezaii, Paymon
Avansino, Donald T
Memberg, William D
Miller, Jonathan P
Kirsch, Robert F
Hochberg, Leigh R
Ajiboye, A Bolu
Druckmann, Shaul
Shenoy, Krishna V
Henderson, Jaimie M
author_sort Stavisky, Sergey D
collection PubMed
description Speaking is a sensorimotor behavior whose neural basis is difficult to study with single neuron resolution due to the scarcity of human intracortical measurements. We used electrode arrays to record from the motor cortex ‘hand knob’ in two people with tetraplegia, an area not previously implicated in speech. Neurons modulated during speaking and during non-speaking movements of the tongue, lips, and jaw. This challenges whether the conventional model of a ‘motor homunculus’ division by major body regions extends to the single-neuron scale. Spoken words and syllables could be decoded from single trials, demonstrating the potential of intracortical recordings for brain-computer interfaces to restore speech. Two neural population dynamics features previously reported for arm movements were also present during speaking: a component that was mostly invariant across initiating different words, followed by rotatory dynamics during speaking. This suggests that common neural dynamical motifs may underlie movement of arm and speech articulators.
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spelling pubmed-69540532020-01-13 Neural ensemble dynamics in dorsal motor cortex during speech in people with paralysis Stavisky, Sergey D Willett, Francis R Wilson, Guy H Murphy, Brian A Rezaii, Paymon Avansino, Donald T Memberg, William D Miller, Jonathan P Kirsch, Robert F Hochberg, Leigh R Ajiboye, A Bolu Druckmann, Shaul Shenoy, Krishna V Henderson, Jaimie M eLife Human Biology and Medicine Speaking is a sensorimotor behavior whose neural basis is difficult to study with single neuron resolution due to the scarcity of human intracortical measurements. We used electrode arrays to record from the motor cortex ‘hand knob’ in two people with tetraplegia, an area not previously implicated in speech. Neurons modulated during speaking and during non-speaking movements of the tongue, lips, and jaw. This challenges whether the conventional model of a ‘motor homunculus’ division by major body regions extends to the single-neuron scale. Spoken words and syllables could be decoded from single trials, demonstrating the potential of intracortical recordings for brain-computer interfaces to restore speech. Two neural population dynamics features previously reported for arm movements were also present during speaking: a component that was mostly invariant across initiating different words, followed by rotatory dynamics during speaking. This suggests that common neural dynamical motifs may underlie movement of arm and speech articulators. eLife Sciences Publications, Ltd 2019-12-10 /pmc/articles/PMC6954053/ /pubmed/31820736 http://dx.doi.org/10.7554/eLife.46015 Text en http://creativecommons.org/publicdomain/zero/1.0/ http://creativecommons.org/publicdomain/zero/1.0/This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication (http://creativecommons.org/publicdomain/zero/1.0/) .
spellingShingle Human Biology and Medicine
Stavisky, Sergey D
Willett, Francis R
Wilson, Guy H
Murphy, Brian A
Rezaii, Paymon
Avansino, Donald T
Memberg, William D
Miller, Jonathan P
Kirsch, Robert F
Hochberg, Leigh R
Ajiboye, A Bolu
Druckmann, Shaul
Shenoy, Krishna V
Henderson, Jaimie M
Neural ensemble dynamics in dorsal motor cortex during speech in people with paralysis
title Neural ensemble dynamics in dorsal motor cortex during speech in people with paralysis
title_full Neural ensemble dynamics in dorsal motor cortex during speech in people with paralysis
title_fullStr Neural ensemble dynamics in dorsal motor cortex during speech in people with paralysis
title_full_unstemmed Neural ensemble dynamics in dorsal motor cortex during speech in people with paralysis
title_short Neural ensemble dynamics in dorsal motor cortex during speech in people with paralysis
title_sort neural ensemble dynamics in dorsal motor cortex during speech in people with paralysis
topic Human Biology and Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6954053/
https://www.ncbi.nlm.nih.gov/pubmed/31820736
http://dx.doi.org/10.7554/eLife.46015
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