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Universal organization of resting brain activity at the thermodynamic critical point

Thermodynamic criticality describes emergent phenomena in a wide variety of complex systems. In the mammalian cortex, one type of complex dynamics that spontaneously emerges from neuronal interactions has been characterized as neuronal avalanches. Several aspects of neuronal avalanches such as their...

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Detalles Bibliográficos
Autores principales: Yu, Shan, Yang, Hongdian, Shriki, Oren, Plenz, Dietmar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3749752/
https://www.ncbi.nlm.nih.gov/pubmed/23986660
http://dx.doi.org/10.3389/fnsys.2013.00042
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author Yu, Shan
Yang, Hongdian
Shriki, Oren
Plenz, Dietmar
author_facet Yu, Shan
Yang, Hongdian
Shriki, Oren
Plenz, Dietmar
author_sort Yu, Shan
collection PubMed
description Thermodynamic criticality describes emergent phenomena in a wide variety of complex systems. In the mammalian cortex, one type of complex dynamics that spontaneously emerges from neuronal interactions has been characterized as neuronal avalanches. Several aspects of neuronal avalanches such as their size and life time distributions are described by power laws with unique exponents, indicating an underlying critical branching process that governs avalanche formation. Here, we show that neuronal avalanches also reflect an organization of brain dynamics close to a thermodynamic critical point. We recorded spontaneous cortical activity in monkeys and humans at rest using high-density intracranial microelectrode arrays and magnetoencephalography, respectively. By numerically changing a control parameter equivalent to thermodynamic temperature, we observed typical critical behavior in cortical activities near the actual physiological condition, including the phase transition of an order parameter, as well as the divergence of susceptibility and specific heat. Finite-size scaling of these quantities allowed us to derive robust critical exponents highly consistent across monkey and humans that uncover a distinct, yet universal organization of brain dynamics. Our results demonstrate that normal brain dynamics at rest resides near or at criticality, which maximizes several aspects of information processing such as input sensitivity and dynamic range.
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spelling pubmed-37497522013-08-28 Universal organization of resting brain activity at the thermodynamic critical point Yu, Shan Yang, Hongdian Shriki, Oren Plenz, Dietmar Front Syst Neurosci Neuroscience Thermodynamic criticality describes emergent phenomena in a wide variety of complex systems. In the mammalian cortex, one type of complex dynamics that spontaneously emerges from neuronal interactions has been characterized as neuronal avalanches. Several aspects of neuronal avalanches such as their size and life time distributions are described by power laws with unique exponents, indicating an underlying critical branching process that governs avalanche formation. Here, we show that neuronal avalanches also reflect an organization of brain dynamics close to a thermodynamic critical point. We recorded spontaneous cortical activity in monkeys and humans at rest using high-density intracranial microelectrode arrays and magnetoencephalography, respectively. By numerically changing a control parameter equivalent to thermodynamic temperature, we observed typical critical behavior in cortical activities near the actual physiological condition, including the phase transition of an order parameter, as well as the divergence of susceptibility and specific heat. Finite-size scaling of these quantities allowed us to derive robust critical exponents highly consistent across monkey and humans that uncover a distinct, yet universal organization of brain dynamics. Our results demonstrate that normal brain dynamics at rest resides near or at criticality, which maximizes several aspects of information processing such as input sensitivity and dynamic range. Frontiers Media S.A. 2013-08-22 /pmc/articles/PMC3749752/ /pubmed/23986660 http://dx.doi.org/10.3389/fnsys.2013.00042 Text en Copyright © 2013 Yu, Yang, Shriki and Plenz. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Yu, Shan
Yang, Hongdian
Shriki, Oren
Plenz, Dietmar
Universal organization of resting brain activity at the thermodynamic critical point
title Universal organization of resting brain activity at the thermodynamic critical point
title_full Universal organization of resting brain activity at the thermodynamic critical point
title_fullStr Universal organization of resting brain activity at the thermodynamic critical point
title_full_unstemmed Universal organization of resting brain activity at the thermodynamic critical point
title_short Universal organization of resting brain activity at the thermodynamic critical point
title_sort universal organization of resting brain activity at the thermodynamic critical point
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3749752/
https://www.ncbi.nlm.nih.gov/pubmed/23986660
http://dx.doi.org/10.3389/fnsys.2013.00042
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