Filter bank canonical correlation analysis for implementing a high-speed SSVEP-based brain–computer interface

Chen, Xiaogang; Wang, Yijun; Gao, Shangkai; Jung, Tzyy‐Ping; Gao, Xiaorong

doi:10.1088/1741-2560/12/4/046008

Public

Filter bank canonical correlation analysis for implementing a high-speed SSVEP-based brain–computer interface

Published in Journal of Neural Engineering • Jun 2, 2015

Authors:

Xiaogang Chen

Yijun Wang

Shangkai Gao

Abstract

OBJECTIVE: Recently, canonical correlation analysis (CCA) has been widely used in steady-state visual evoked potential (SSVEP)-based brain-computer interfaces (BCIs) due to its high efficiency, robustness, and simple implementation. However, a method with which to make use of harmonic SSVEP componen...

Subject

Canonical correlation

Brain–computer interface

Computer science

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