Filter Bank Common Spatial Pattern Algorithm on BCI Competition IV Datasets 2a and 2b

Keng Ang, Kai; Yang Chin, Zheng; Wang, Chuanchu; Guan, Cuntai; Zhang, Haihong

doi:10.3389/fnins.2012.00039

Public

Filter Bank Common Spatial Pattern Algorithm on BCI Competition IV Datasets 2a and 2b

Published in Frontiers in Neuroscience • Jan 1, 2012

Authors:

Kai Keng Ang

Zheng Yang Chin

Chuanchu Wang

Abstract

The Common Spatial Pattern (CSP) algorithm is an effective and popular method for classifying 2-class motor imagery electroencephalogram (EEG) data, but its effectiveness depends on the subject-specific frequency band. This paper presents the Filter Bank Common Spatial Pattern (FBCSP) algorithm to o...

Subject

Brain–computer interface

Computer science

Discriminative model

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