Identifying preseizure state in intracranial EEG data using diffusion kernels

The goal of this study is to identify preseizure changes in intracranial EEG (icEEG). A novel approach based on the recently developed diffusion map framework, which is considered to be one of the leading manifold learning methods, is proposed. Diffusion mapping provides dimensionality reduction of...

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Bibliographic Details
Main Authors: Dominique Duncan, Ronen Talmon, Hitten P. Zaveri, Ronald R. Coifman
Format: Article
Language:English
Published: AIMS Press 2013-03-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2013.10.579
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