Multi-objective optimization approach for channel selection and cross-subject generalization in RSVP-based BCIs
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DOI: 10.1088/1741-2552/ac0489
Abstract: Objective. Achieving high precision rapid serial visual presentation (RSVP) task often requires many electrode channels to obtain more information. However, the more channels may contain more redundant information and also lead to its limited practical… read more here.
Keywords: cross subject; selection; channel selection; subject generalization ... See more keywords
Adaptive binary multi-objective harmony search algorithm for channel selection and cross-subject generalization in motor imagery-based BCI
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Neural Engineering"
DOI: 10.1088/1741-2552/ac7d73
Abstract: Objective. Multi-channel electroencephalogram data containing redundant information and noise may result in low classification accuracy and high computational complexity, which limits the practicality of motor imagery (MI)-based brain-computer interface (BCI) systems. Therefore, channel selection can… read more here.
Keywords: cross subject; subject generalization; channel selection; multi ... See more keywords