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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...

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Autores principales: Kaufman, Matthew T., Seely, Jeffrey S., Sussillo, David, Ryu, Stephen I., Shenoy, Krishna V., Churchland, Mark M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society for Neuroscience 2016
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.
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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
title_full The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type
title_fullStr The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type
title_full_unstemmed The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type
title_short The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type
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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