Cargando…
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...
Autores principales: | , |
---|---|
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 |
_version_ | 1783233896313257984 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5417502 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT blytheduncanaj longrangetemporalcorrelationsinneuralnarrowbandtimeseriesariseduetocriticaldynamics AT nikulinvadimv longrangetemporalcorrelationsinneuralnarrowbandtimeseriesariseduetocriticaldynamics |