A General Common Spatial Patterns for EEG Analysis With Applications to Vigilance Detection

A General Common Spatial Patterns for EEG Analysis With Applications to Vigilance Detection

Vigilance or sustained attention is an important aspect for people who engaged in long time attention demanding tasks such as monotonous monitoring and driving. Vigilance detection has been an important topic in the field of brain-computer interface (BCI) research. However, the study is limited due...

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Bibliographic Details
Main Authors: Hongbin Yu, Hongtao Lu, Shuihua Wang, Kaijian Xia, Yizhang Jiang, Pengjiang Qian
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Common spatial pattern
nonparametric multiclass CSP
nonparametric CSP
EEG
vigilance detection
Online Access:https://ieeexplore.ieee.org/document/8794638/

Internet

https://ieeexplore.ieee.org/document/8794638/

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