Feature learning from incomplete EEG with denoising autoencoder

An alternative pathway for the human brain to communicate with the outside world is by means of a brain computer interface (BCI). A BCI can decode electroencephalogram (EEG) signals of brain activities, and then send a command or an intent to an external interactive device, such as a wheelchair. The...

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Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 165; pp. 23 - 31
Main Authors:	Li, Junhua, Struzik, Zbigniew, Zhang, Liqing, Cichocki, Andrzej
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.10.2015
Subjects:	Brain computer interface Denoising autoencoder Incomplete EEG Motor imagery Spectral power estimation Spectral power estimation Denoising autoencoder Brain computer interface Motor imagery Incomplete EEG
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
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