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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Veröffentlicht in:PloS one 2017-05, Vol.12 (5), p.e0175628-e0175628
Hauptverfasser: Blythe, Duncan A J, Nikulin, Vadim V
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Sprache:eng
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Zusammenfassung: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.
ISSN:1932-6203
1932-6203
DOI:10.1371/journal.pone.0175628