Decoding intracranial EEG data with multiple kernel learning method

•Multiple Kernel Learning (MKL) can explore multiple dimensions simultaneously.•MKL method is sparse and performs feature selection during modeling of the data.•We propose to use the MKL method to analyze electrophysiology data (EEG or MEG).•We provide a prototype example of how MKL method can apply...

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Bibliographic Details
Main Authors: Schrouff, Jessica, Mourão-Miranda, Janaina, Phillips, Christophe, Parvizi, Josef
Format: Online
Language:English
Published: Elsevier/North-Holland Biomedical Press 2016
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4758824/