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Large-scale spatiotemporal spike patterning consistent with wave propagation in motor cortex

Aggregate signals in cortex are known to be spatiotemporally organized as propagating waves across the cortical surface, but it remains unclear whether the same is true for spiking activity in individual neurons. Furthermore, the functional interactions between cortical neurons are well documented b...

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Autores principales: Takahashi, Kazutaka, Kim, Sanggyun, Coleman, Todd P., Brown, Kevin A., Suminski, Aaron J., Best, Matthew D., Hatsopoulos, Nicholas G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Pub. Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4443713/
https://www.ncbi.nlm.nih.gov/pubmed/25994554
http://dx.doi.org/10.1038/ncomms8169
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author Takahashi, Kazutaka
Kim, Sanggyun
Coleman, Todd P.
Brown, Kevin A.
Suminski, Aaron J.
Best, Matthew D.
Hatsopoulos, Nicholas G.
author_facet Takahashi, Kazutaka
Kim, Sanggyun
Coleman, Todd P.
Brown, Kevin A.
Suminski, Aaron J.
Best, Matthew D.
Hatsopoulos, Nicholas G.
author_sort Takahashi, Kazutaka
collection PubMed
description Aggregate signals in cortex are known to be spatiotemporally organized as propagating waves across the cortical surface, but it remains unclear whether the same is true for spiking activity in individual neurons. Furthermore, the functional interactions between cortical neurons are well documented but their spatial arrangement on the cortical surface has been largely ignored. Here we use a functional network analysis to demonstrate that a subset of motor cortical neurons in non-human primates spatially coordinate their spiking activity in a manner that closely matches wave propagation measured in the beta oscillatory band of the local field potential. We also demonstrate that sequential spiking of pairs of neuron contains task-relevant information that peaks when the neurons are spatially oriented along the wave axis. We hypothesize that the spatial anisotropy of spike patterning may reflect the underlying organization of motor cortex and may be a general property shared by other cortical areas.
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spelling pubmed-44437132015-06-18 Large-scale spatiotemporal spike patterning consistent with wave propagation in motor cortex Takahashi, Kazutaka Kim, Sanggyun Coleman, Todd P. Brown, Kevin A. Suminski, Aaron J. Best, Matthew D. Hatsopoulos, Nicholas G. Nat Commun Article Aggregate signals in cortex are known to be spatiotemporally organized as propagating waves across the cortical surface, but it remains unclear whether the same is true for spiking activity in individual neurons. Furthermore, the functional interactions between cortical neurons are well documented but their spatial arrangement on the cortical surface has been largely ignored. Here we use a functional network analysis to demonstrate that a subset of motor cortical neurons in non-human primates spatially coordinate their spiking activity in a manner that closely matches wave propagation measured in the beta oscillatory band of the local field potential. We also demonstrate that sequential spiking of pairs of neuron contains task-relevant information that peaks when the neurons are spatially oriented along the wave axis. We hypothesize that the spatial anisotropy of spike patterning may reflect the underlying organization of motor cortex and may be a general property shared by other cortical areas. Nature Pub. Group 2015-05-21 /pmc/articles/PMC4443713/ /pubmed/25994554 http://dx.doi.org/10.1038/ncomms8169 Text en Copyright © 2015, Nature Publishing Group, a division of Macmillan Publishers Limited. All Rights Reserved. http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Takahashi, Kazutaka
Kim, Sanggyun
Coleman, Todd P.
Brown, Kevin A.
Suminski, Aaron J.
Best, Matthew D.
Hatsopoulos, Nicholas G.
Large-scale spatiotemporal spike patterning consistent with wave propagation in motor cortex
title Large-scale spatiotemporal spike patterning consistent with wave propagation in motor cortex
title_full Large-scale spatiotemporal spike patterning consistent with wave propagation in motor cortex
title_fullStr Large-scale spatiotemporal spike patterning consistent with wave propagation in motor cortex
title_full_unstemmed Large-scale spatiotemporal spike patterning consistent with wave propagation in motor cortex
title_short Large-scale spatiotemporal spike patterning consistent with wave propagation in motor cortex
title_sort large-scale spatiotemporal spike patterning consistent with wave propagation in motor cortex
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4443713/
https://www.ncbi.nlm.nih.gov/pubmed/25994554
http://dx.doi.org/10.1038/ncomms8169
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