Enhancing Detection of SSVEPs for a High-Speed Brain Speller Using Task-Related Component Analysis

Nakanishi, Masaki; Wang, Yijun; Chen, Xiaogang; Wang, Yu-Te; Gao, Xiaorong; Jung, Tzyy‐Ping

doi:10.1109/tbme.2017.2694818

Public

Enhancing Detection of SSVEPs for a High-Speed Brain Speller Using Task-Related Component Analysis

Published in IEEE Transactions on Biomedical Engineering • Apr 19, 2017

Authors:

Masaki Nakanishi

Yijun Wang

Xiaogang Chen

Abstract

OBJECTIVE: This study proposes and evaluates a novel data-driven spatial filtering approach for enhancing steady-state visual evoked potentials (SSVEPs) detection toward a high-speed brain-computer interface (BCI) speller. METHODS: Task-related component analysis (TRCA), which can enhance reproducib...

Subject

Component (thermodynamics)

Task (project management)

Computer science

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