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Neural population dynamics during reaching

Most theories of motor cortex have assumed that neural activity represents movement parameters. This view derives from an analogous approach to primary visual cortex, where neural activity represents patterns of light. Yet it is unclear how well that analogy holds. Single-neuron responses in motor c...

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Autores principales: Churchland, MM, Cunningham, JP, Kaufman, MT, Foster, JD, Nuyujukian, P, Ryu, SI, Shenoy, KV
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3393826/
https://www.ncbi.nlm.nih.gov/pubmed/22722855
http://dx.doi.org/10.1038/nature11129
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author Churchland, MM
Cunningham, JP
Kaufman, MT
Foster, JD
Nuyujukian, P
Ryu, SI
Shenoy, KV
author_facet Churchland, MM
Cunningham, JP
Kaufman, MT
Foster, JD
Nuyujukian, P
Ryu, SI
Shenoy, KV
author_sort Churchland, MM
collection PubMed
description Most theories of motor cortex have assumed that neural activity represents movement parameters. This view derives from an analogous approach to primary visual cortex, where neural activity represents patterns of light. Yet it is unclear how well that analogy holds. Single-neuron responses in motor cortex appear strikingly complex, and there is marked disagreement regarding which movement parameters are represented. A better analogy might be with other motor systems, where a common principle is rhythmic neural activity. We found that motor cortex responses during reaching contain a brief but strong oscillatory component, something quite unexpected for a non-periodic behavior. Oscillation amplitude and phase followed naturally from the preparatory state, suggesting a mechanistic role for preparatory neural activity. These results demonstrate unexpected yet surprisingly simple structure in the population response. That underlying structure explains many of the confusing features of individual-neuron responses.
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spelling pubmed-33938262013-01-05 Neural population dynamics during reaching Churchland, MM Cunningham, JP Kaufman, MT Foster, JD Nuyujukian, P Ryu, SI Shenoy, KV Nature Article Most theories of motor cortex have assumed that neural activity represents movement parameters. This view derives from an analogous approach to primary visual cortex, where neural activity represents patterns of light. Yet it is unclear how well that analogy holds. Single-neuron responses in motor cortex appear strikingly complex, and there is marked disagreement regarding which movement parameters are represented. A better analogy might be with other motor systems, where a common principle is rhythmic neural activity. We found that motor cortex responses during reaching contain a brief but strong oscillatory component, something quite unexpected for a non-periodic behavior. Oscillation amplitude and phase followed naturally from the preparatory state, suggesting a mechanistic role for preparatory neural activity. These results demonstrate unexpected yet surprisingly simple structure in the population response. That underlying structure explains many of the confusing features of individual-neuron responses. 2012-07-05 /pmc/articles/PMC3393826/ /pubmed/22722855 http://dx.doi.org/10.1038/nature11129 Text en Users may view, print, copy, download and text and data- mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Churchland, MM
Cunningham, JP
Kaufman, MT
Foster, JD
Nuyujukian, P
Ryu, SI
Shenoy, KV
Neural population dynamics during reaching
title Neural population dynamics during reaching
title_full Neural population dynamics during reaching
title_fullStr Neural population dynamics during reaching
title_full_unstemmed Neural population dynamics during reaching
title_short Neural population dynamics during reaching
title_sort neural population dynamics during reaching
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3393826/
https://www.ncbi.nlm.nih.gov/pubmed/22722855
http://dx.doi.org/10.1038/nature11129
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