Measuring the Non-linear Directed Information Flow in Schizophrenia by Multivariate Transfer Entropy

People living with schizophrenia (SCZ) experience severe brain network deterioration. The brain is constantly fizzling with non-linear causal activities measured by electroencephalogram (EEG) and despite the variety of effective connectivity methods, only few approaches can quantify the direct non-l...

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Main Authors: Dennis Joe Harmah, Cunbo Li, Fali Li, Yuanyuan Liao, Jiuju Wang, Walid M. A. Ayedh, Joyce Chelangat Bore, Dezhong Yao, Wentian Dong, Peng Xu
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2020-01-01
Serija:Frontiers in Computational Neuroscience
Teme:
network deterioration
schizophrenia
non-linear causal interaction
multivariate transfer entropy
granger causality
bivariate transfer entropy
Online dostop:https://www.frontiersin.org/article/10.3389/fncom.2019.00085/full
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