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Long-range temporal correlations in neural narrowband time-series arise due to critical dynamics

We show theoretically that the hypothesis of criticality as a theory of long-range fluctuation in the human brain may be distinguished from the theory of passive filtering on the basis of macroscopic neuronal signals such as the electroencephalogram, using novel theory of narrowband amplitude time-s...

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Detalles Bibliográficos
Autores principales: Blythe, Duncan A. J., Nikulin, Vadim V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5417502/
https://www.ncbi.nlm.nih.gov/pubmed/28472078
http://dx.doi.org/10.1371/journal.pone.0175628
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author Blythe, Duncan A. J.
Nikulin, Vadim V.
author_facet Blythe, Duncan A. J.
Nikulin, Vadim V.
author_sort Blythe, Duncan A. J.
collection PubMed
description We show theoretically that the hypothesis of criticality as a theory of long-range fluctuation in the human brain may be distinguished from the theory of passive filtering on the basis of macroscopic neuronal signals such as the electroencephalogram, using novel theory of narrowband amplitude time-series at criticality. Our theory predicts the division of critical activity into meta-universality classes. As a consequence our analysis shows that experimental electroencephalography data favours the hypothesis of criticality in the human brain.
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spelling pubmed-54175022017-05-14 Long-range temporal correlations in neural narrowband time-series arise due to critical dynamics Blythe, Duncan A. J. Nikulin, Vadim V. PLoS One Research Article We show theoretically that the hypothesis of criticality as a theory of long-range fluctuation in the human brain may be distinguished from the theory of passive filtering on the basis of macroscopic neuronal signals such as the electroencephalogram, using novel theory of narrowband amplitude time-series at criticality. Our theory predicts the division of critical activity into meta-universality classes. As a consequence our analysis shows that experimental electroencephalography data favours the hypothesis of criticality in the human brain. Public Library of Science 2017-05-04 /pmc/articles/PMC5417502/ /pubmed/28472078 http://dx.doi.org/10.1371/journal.pone.0175628 Text en © 2017 Blythe, Nikulin 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
Blythe, Duncan A. J.
Nikulin, Vadim V.
Long-range temporal correlations in neural narrowband time-series arise due to critical dynamics
title Long-range temporal correlations in neural narrowband time-series arise due to critical dynamics
title_full Long-range temporal correlations in neural narrowband time-series arise due to critical dynamics
title_fullStr Long-range temporal correlations in neural narrowband time-series arise due to critical dynamics
title_full_unstemmed Long-range temporal correlations in neural narrowband time-series arise due to critical dynamics
title_short Long-range temporal correlations in neural narrowband time-series arise due to critical dynamics
title_sort long-range temporal correlations in neural narrowband time-series arise due to critical dynamics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5417502/
https://www.ncbi.nlm.nih.gov/pubmed/28472078
http://dx.doi.org/10.1371/journal.pone.0175628
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