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The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type
Neural activity in monkey motor cortex (M1) and dorsal premotor cortex (PMd) can reflect a chosen movement well before that movement begins. The pattern of neural activity then changes profoundly just before movement onset. We considered the prediction, derived from formal considerations, that the t...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Society for Neuroscience
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5069299/ https://www.ncbi.nlm.nih.gov/pubmed/27761519 http://dx.doi.org/10.1523/ENEURO.0085-16.2016 |
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author | Kaufman, Matthew T. Seely, Jeffrey S. Sussillo, David Ryu, Stephen I. Shenoy, Krishna V. Churchland, Mark M. |
author_facet | Kaufman, Matthew T. Seely, Jeffrey S. Sussillo, David Ryu, Stephen I. Shenoy, Krishna V. Churchland, Mark M. |
author_sort | Kaufman, Matthew T. |
collection | PubMed |
description | Neural activity in monkey motor cortex (M1) and dorsal premotor cortex (PMd) can reflect a chosen movement well before that movement begins. The pattern of neural activity then changes profoundly just before movement onset. We considered the prediction, derived from formal considerations, that the transition from preparation to movement might be accompanied by a large overall change in the neural state that reflects when movement is made rather than which movement is made. Specifically, we examined “components” of the population response: time-varying patterns of activity from which each neuron’s response is approximately composed. Amid the response complexity of individual M1 and PMd neurons, we identified robust response components that were “condition-invariant”: their magnitude and time course were nearly identical regardless of reach direction or path. These condition-invariant response components occupied dimensions orthogonal to those occupied by the “tuned” response components. The largest condition-invariant component was much larger than any of the tuned components; i.e., it explained more of the structure in individual-neuron responses. This condition-invariant response component underwent a rapid change before movement onset. The timing of that change predicted most of the trial-by-trial variance in reaction time. Thus, although individual M1 and PMd neurons essentially always reflected which movement was made, the largest component of the population response reflected movement timing rather than movement type. |
format | Online Article Text |
id | pubmed-5069299 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Society for Neuroscience |
record_format | MEDLINE/PubMed |
spelling | pubmed-50692992016-10-19 The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type Kaufman, Matthew T. Seely, Jeffrey S. Sussillo, David Ryu, Stephen I. Shenoy, Krishna V. Churchland, Mark M. eNeuro New Research Neural activity in monkey motor cortex (M1) and dorsal premotor cortex (PMd) can reflect a chosen movement well before that movement begins. The pattern of neural activity then changes profoundly just before movement onset. We considered the prediction, derived from formal considerations, that the transition from preparation to movement might be accompanied by a large overall change in the neural state that reflects when movement is made rather than which movement is made. Specifically, we examined “components” of the population response: time-varying patterns of activity from which each neuron’s response is approximately composed. Amid the response complexity of individual M1 and PMd neurons, we identified robust response components that were “condition-invariant”: their magnitude and time course were nearly identical regardless of reach direction or path. These condition-invariant response components occupied dimensions orthogonal to those occupied by the “tuned” response components. The largest condition-invariant component was much larger than any of the tuned components; i.e., it explained more of the structure in individual-neuron responses. This condition-invariant response component underwent a rapid change before movement onset. The timing of that change predicted most of the trial-by-trial variance in reaction time. Thus, although individual M1 and PMd neurons essentially always reflected which movement was made, the largest component of the population response reflected movement timing rather than movement type. Society for Neuroscience 2016-08-30 /pmc/articles/PMC5069299/ /pubmed/27761519 http://dx.doi.org/10.1523/ENEURO.0085-16.2016 Text en Copyright © 2016 Kaufman et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed. |
spellingShingle | New Research Kaufman, Matthew T. Seely, Jeffrey S. Sussillo, David Ryu, Stephen I. Shenoy, Krishna V. Churchland, Mark M. The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type |
title | The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type
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title_full | The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type
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title_fullStr | The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type
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title_full_unstemmed | The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type
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title_short | The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type
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title_sort | largest response component in the motor cortex reflects movement timing but not movement type |
topic | New Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5069299/ https://www.ncbi.nlm.nih.gov/pubmed/27761519 http://dx.doi.org/10.1523/ENEURO.0085-16.2016 |
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