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

In this work, we propose a novel phenomenological model of the EEG signal based on the dynamics of a coupled Duffing-van der Pol oscillator network. An optimization scheme is adopted to match data generated from the model with clinically obtained EEG data from subjects under resting eyes-open (EO) a...

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Journal Title: Biomedical Signal Processing and Control Vol. 15; pp. 1 - 10
Authors: P. Ghorbanian, H. Ashrafiuon, S. Ramakrishnan, A. Whitman
Format: Article
Language: English
Published: Jan 2015
Subjects:
EEG