Review of brain encoding and decoding mechanisms for EEG-based brain–computer interface

A brain–computer interface (BCI) can connect humans and machines directly and has achieved successful applications in the past few decades. Many new BCI paradigms and algorithms have been developed in recent years. Therefore, it is necessary to review new progress in BCIs. This paper summarizes prog...

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Bibliographic Details
Published in:	Cognitive neurodynamics Vol. 15; no. 4; pp. 569 - 584
Main Authors:	Xu, Lichao, Xu, Minpeng, Jung, Tzyy-Ping, Ming, Dong
Format:	Journal Article
Language:	English
Published:	Dordrecht Springer Netherlands 01.08.2021 Springer Nature B.V
Subjects:	Accuracy Algorithms Artificial Intelligence Biochemistry Biomedical and Life Sciences Biomedicine Brain Coding Cognition Cognitive Psychology Computer applications Computer Science Deep learning Design EEG Elbow Electroencephalography Human-computer interface Implants Machine learning Neurosciences Paradigms Review Paper Reviews Transfer learning BCI Review EEG Decoding algorithms Encoding paradigms
ISSN:	1871-4080, 1871-4099
Online Access:	Get full text
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