Bridging the BCI illiteracy gap: a subject-to-subject semantic style transfer for EEG-based motor imagery classification

IntroductionBrain-computer interfaces (BCIs) facilitate direct interaction between the human brain and computers, enabling individuals to control external devices through cognitive processes. Despite its potential, the problem of BCI illiteracy remains one of the major challenges due to inter-subjec...

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Bibliographic Details

Published in:	Frontiers in Human Neuroscience
Main Authors:	Da-Hyun Kim, Dong-Hee Shin, Tae-Eui Kam
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-05-01
Subjects:	brain-computer interface electroencephalogram motor imagery BCI illiteracy style transfer convolutional neural network
Online Access:	https://www.frontiersin.org/articles/10.3389/fnhum.2023.1194751/full