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

Blythe, D. A. J., & Nikulin, V. V. (2017). Long-range temporal correlations in neural narrowband time-series arise due to critical dynamics. PLoS One, 12(5): e0175628. doi:10.1371/journal.pone.0175628.

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 Creators:
Blythe, Duncan A. J.1, Author
Nikulin, Vadim V.2, 3, Author           
Affiliations:
1Zalando Research, Berlin, Germany, ou_persistent22              
2Department Neurology, MPI for Human Cognitive and Brain Sciences, Max Planck Society, ou_634549              
3Centre for Cognition and Decision Making, National Research University Higher School of Economics, Moscow, Russia, ou_persistent22              

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 Abstract: 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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Language(s): eng - English
 Dates: 2016-09-222017-03-142017-05-04
 Publication Status: Published online
 Pages: -
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 Table of Contents: -
 Rev. Type: Peer
 Identifiers: DOI: 10.1371/journal.pone.0175628
PMID: 28472078
PMC: PMC5417502
Other: eCollection 2017
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Project name : “Sensory Computation in Neural Systems” / GRK 1589/1
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Funding organization : Deutsche Forschungsgemeinschaft (DFG)
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Funding program : Russian Academic Excellence Project 5–100
Funding organization : Ministry of Science and Higher Education of the Russian Federation

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Title: PLoS One
Source Genre: Journal
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Publ. Info: San Francisco, CA : Public Library of Science
Pages: - Volume / Issue: 12 (5) Sequence Number: e0175628 Start / End Page: - Identifier: ISSN: 1932-6203
CoNE: https://pure.mpg.de/cone/journals/resource/1000000000277850