A phenomenological model of EEG based on the dynamics of a stochastic Duffing-van der Pol oscillator network

•EEG can be represented as the output of Duffing-van der Pol oscillator model.•Eyes-closed and eyes-open EEG data are distinct realizations of the model.•Stochastic models are better in terms of power spectra and information entropy.•Model may be used for characterization of distinct brain states an...

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Bibliographic Details

Published in:	Biomedical signal processing and control Vol. 15; pp. 1 - 10
Main Authors:	Ghorbanian, P., Ramakrishnan, S., Whitman, A., Ashrafiuon, H.
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.01.2015
Subjects:	EEG Nonlinear oscillator networks Stochastic dynamics EEG Stochastic dynamics Nonlinear oscillator networks
ISSN:	1746-8094
Online Access:	Get full text
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