Long-range temporal correlations in neural narrowband time-series arise due to critical dynamics.
作者信息
Blythe Duncan A J, Nikulin Vadim V
机构信息
Zalando Research, Zalando SE, Berlin, Germany.
Neurophysics group, Department of Neurology, Charité Medical University, Berlin, Germany.
出版信息
PLoS One. 2017 May 4;12(5):e0175628. doi: 10.1371/journal.pone.0175628. eCollection 2017.
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.
摘要
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