Relevant Feature Integration and Extraction for Single-Trial Motor Imagery Classification

Brain computer interfaces provide a novel channel for the communication between brain and output devices. The effectiveness of the brain computer interface is based on the classification accuracy of single trial brain signals. The common spatial pattern (CSP) algorithm is believed to be an effective...

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Bibliographic Details
Main Authors: Lili Li, Guanghua Xu, Feng Zhang, Jun Xie, Min Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-06-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fnins.2017.00371/full