Markov Switching Model for Quick Detection of Event Related Desynchronization in EEG

Quick detection of motor intentions is critical in order to minimize the time required to activate a neuroprosthesis. We propose a Markov Switching Model (MSM) to achieve quick detection of an event related desynchronization (ERD) elicited by motor imagery (MI) and recorded by electroencephalography...

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Bibliographic Details
Main Authors: Giuseppe Lisi, Diletta Rivela, Asuka Takai, Jun Morimoto
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-02-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fnins.2018.00024/full