Real-Time EEG Signal Enhancement Using Canonical Correlation Analysis and Gaussian Mixture Clustering

Electroencephalogram (EEG) signals are usually contaminated with various artifacts, such as signal associated with muscle activity, eye movement, and body motion, which have a noncerebral origin. The amplitude of such artifacts is larger than that of the electrical activity of the brain, so they mas...

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Bibliographic Details
Main Authors: Chin-Teng Lin, Chih-Sheng Huang, Wen-Yu Yang, Avinash Kumar Singh, Chun-Hsiang Chuang, Yu-Kai Wang
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Journal of Healthcare Engineering
Online Access:http://dx.doi.org/10.1155/2018/5081258