Analytic Quantification of Shilnikov Chaos in Epileptic EEG Data

Analytic Quantification of Shilnikov Chaos in Epileptic EEG Data

Dynamical Systems Based Modeling (DSBM) is a method to decompose a multivariate signal leading to both a dimensionality reduction and parameter estimation describing the dynamics of the signal. We present this method and its application to EEG data sets of Petit-Mal epilepsies considering Shilnikov...

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Bibliographic Details
Main Authors: Bastian Seifert, Dennis Adamski, Christian Uhl
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-11-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
dimensionality reduction
optimal parameter search
Shilnikov chaos
epilepsy
stability analysis
Online Access:https://www.frontiersin.org/article/10.3389/fams.2018.00057/full

Internet

https://www.frontiersin.org/article/10.3389/fams.2018.00057/full

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