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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...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2019
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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. |
format | Online Article Text |
id | pubmed-6954053 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
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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