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Self-Regulated Dynamical Criticality in Human ECoG

Mounting experimental and theoretical results indicate that neural systems are poised near a critical state. In human subjects, however, most evidence comes from functional MRI studies, an indirect measurement of neuronal activity with poor temporal resolution. Electrocorticography (ECoG) provides a...

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Autores principales: Solovey, Guillermo, Miller, Kai J., Ojemann, Jeffrey G., Magnasco, Marcelo O., Cecchi, Guillermo A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3400079/
https://www.ncbi.nlm.nih.gov/pubmed/22833717
http://dx.doi.org/10.3389/fnint.2012.00044
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author Solovey, Guillermo
Miller, Kai J.
Ojemann, Jeffrey G.
Magnasco, Marcelo O.
Cecchi, Guillermo A.
author_facet Solovey, Guillermo
Miller, Kai J.
Ojemann, Jeffrey G.
Magnasco, Marcelo O.
Cecchi, Guillermo A.
author_sort Solovey, Guillermo
collection PubMed
description Mounting experimental and theoretical results indicate that neural systems are poised near a critical state. In human subjects, however, most evidence comes from functional MRI studies, an indirect measurement of neuronal activity with poor temporal resolution. Electrocorticography (ECoG) provides a unique window into human brain activity: each electrode records, with high temporal resolution, the activity resulting from the sum of the local field potentials of ∼10(5) neurons. We show that the human brain ECoG recordings display features of self-regulated dynamical criticality: dynamical modes of activation drift around the critical stability threshold, moving in and out of the unstable region and equilibrating the global dynamical state at a very fast time scale. Moreover, the analysis also reveals differences between the resting state and a motor task, associated with increased stability of a fraction of the dynamical modes.
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spelling pubmed-34000792012-07-25 Self-Regulated Dynamical Criticality in Human ECoG Solovey, Guillermo Miller, Kai J. Ojemann, Jeffrey G. Magnasco, Marcelo O. Cecchi, Guillermo A. Front Integr Neurosci Neuroscience Mounting experimental and theoretical results indicate that neural systems are poised near a critical state. In human subjects, however, most evidence comes from functional MRI studies, an indirect measurement of neuronal activity with poor temporal resolution. Electrocorticography (ECoG) provides a unique window into human brain activity: each electrode records, with high temporal resolution, the activity resulting from the sum of the local field potentials of ∼10(5) neurons. We show that the human brain ECoG recordings display features of self-regulated dynamical criticality: dynamical modes of activation drift around the critical stability threshold, moving in and out of the unstable region and equilibrating the global dynamical state at a very fast time scale. Moreover, the analysis also reveals differences between the resting state and a motor task, associated with increased stability of a fraction of the dynamical modes. Frontiers Research Foundation 2012-07-19 /pmc/articles/PMC3400079/ /pubmed/22833717 http://dx.doi.org/10.3389/fnint.2012.00044 Text en Copyright © 2012 Solovey, Miller, Ojemann, Magnasco and Cecchi. http://www.frontiersin.org/licenseagreement This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc.
spellingShingle Neuroscience
Solovey, Guillermo
Miller, Kai J.
Ojemann, Jeffrey G.
Magnasco, Marcelo O.
Cecchi, Guillermo A.
Self-Regulated Dynamical Criticality in Human ECoG
title Self-Regulated Dynamical Criticality in Human ECoG
title_full Self-Regulated Dynamical Criticality in Human ECoG
title_fullStr Self-Regulated Dynamical Criticality in Human ECoG
title_full_unstemmed Self-Regulated Dynamical Criticality in Human ECoG
title_short Self-Regulated Dynamical Criticality in Human ECoG
title_sort self-regulated dynamical criticality in human ecog
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3400079/
https://www.ncbi.nlm.nih.gov/pubmed/22833717
http://dx.doi.org/10.3389/fnint.2012.00044
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