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Spontaneous cortical activity is transiently poised close to criticality

Brain activity displays a large repertoire of dynamics across the sleep-wake cycle and even during anesthesia. It was suggested that criticality could serve as a unifying principle underlying the diversity of dynamics. This view has been supported by the observation of spontaneous bursts of cortical...

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Autores principales: Hahn, Gerald, Ponce-Alvarez, Adrian, Monier, Cyril, Benvenuti, Giacomo, Kumar, Arvind, Chavane, Frédéric, Deco, Gustavo, Frégnac, Yves
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5464673/
https://www.ncbi.nlm.nih.gov/pubmed/28542191
http://dx.doi.org/10.1371/journal.pcbi.1005543
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author Hahn, Gerald
Ponce-Alvarez, Adrian
Monier, Cyril
Benvenuti, Giacomo
Kumar, Arvind
Chavane, Frédéric
Deco, Gustavo
Frégnac, Yves
author_facet Hahn, Gerald
Ponce-Alvarez, Adrian
Monier, Cyril
Benvenuti, Giacomo
Kumar, Arvind
Chavane, Frédéric
Deco, Gustavo
Frégnac, Yves
author_sort Hahn, Gerald
collection PubMed
description Brain activity displays a large repertoire of dynamics across the sleep-wake cycle and even during anesthesia. It was suggested that criticality could serve as a unifying principle underlying the diversity of dynamics. This view has been supported by the observation of spontaneous bursts of cortical activity with scale-invariant sizes and durations, known as neuronal avalanches, in recordings of mesoscopic cortical signals. However, the existence of neuronal avalanches in spiking activity has been equivocal with studies reporting both its presence and absence. Here, we show that signs of criticality in spiking activity can change between synchronized and desynchronized cortical states. We analyzed the spontaneous activity in the primary visual cortex of the anesthetized cat and the awake monkey, and found that neuronal avalanches and thermodynamic indicators of criticality strongly depend on collective synchrony among neurons, LFP fluctuations, and behavioral state. We found that synchronized states are associated to criticality, large dynamical repertoire and prolonged epochs of eye closure, while desynchronized states are associated to sub-criticality, reduced dynamical repertoire, and eyes open conditions. Our results show that criticality in cortical dynamics is not stationary, but fluctuates during anesthesia and between different vigilance states.
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spelling pubmed-54646732017-06-22 Spontaneous cortical activity is transiently poised close to criticality Hahn, Gerald Ponce-Alvarez, Adrian Monier, Cyril Benvenuti, Giacomo Kumar, Arvind Chavane, Frédéric Deco, Gustavo Frégnac, Yves PLoS Comput Biol Research Article Brain activity displays a large repertoire of dynamics across the sleep-wake cycle and even during anesthesia. It was suggested that criticality could serve as a unifying principle underlying the diversity of dynamics. This view has been supported by the observation of spontaneous bursts of cortical activity with scale-invariant sizes and durations, known as neuronal avalanches, in recordings of mesoscopic cortical signals. However, the existence of neuronal avalanches in spiking activity has been equivocal with studies reporting both its presence and absence. Here, we show that signs of criticality in spiking activity can change between synchronized and desynchronized cortical states. We analyzed the spontaneous activity in the primary visual cortex of the anesthetized cat and the awake monkey, and found that neuronal avalanches and thermodynamic indicators of criticality strongly depend on collective synchrony among neurons, LFP fluctuations, and behavioral state. We found that synchronized states are associated to criticality, large dynamical repertoire and prolonged epochs of eye closure, while desynchronized states are associated to sub-criticality, reduced dynamical repertoire, and eyes open conditions. Our results show that criticality in cortical dynamics is not stationary, but fluctuates during anesthesia and between different vigilance states. Public Library of Science 2017-05-24 /pmc/articles/PMC5464673/ /pubmed/28542191 http://dx.doi.org/10.1371/journal.pcbi.1005543 Text en © 2017 Hahn et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Hahn, Gerald
Ponce-Alvarez, Adrian
Monier, Cyril
Benvenuti, Giacomo
Kumar, Arvind
Chavane, Frédéric
Deco, Gustavo
Frégnac, Yves
Spontaneous cortical activity is transiently poised close to criticality
title Spontaneous cortical activity is transiently poised close to criticality
title_full Spontaneous cortical activity is transiently poised close to criticality
title_fullStr Spontaneous cortical activity is transiently poised close to criticality
title_full_unstemmed Spontaneous cortical activity is transiently poised close to criticality
title_short Spontaneous cortical activity is transiently poised close to criticality
title_sort spontaneous cortical activity is transiently poised close to criticality
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5464673/
https://www.ncbi.nlm.nih.gov/pubmed/28542191
http://dx.doi.org/10.1371/journal.pcbi.1005543
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