Using Multiple Decomposition Methods and Cluster Analysis to Find and Categorize Typical Patterns of EEG Activity in Motor Imagery Brain–Computer Interface Experiments

In this study, the sources of EEG activity in motor imagery brain–computer interface (BCI) control experiments were investigated. Sixteen linear decomposition methods for EEG source separation were compared according to different criteria. The criteria were mutual information reduction between the s...

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Detalhes bibliográficos
Publicado no:Front Robot AI
Main Authors: Frolov, Alexander, Bobrov, Pavel, Biryukova, Elena, Isaev, Mikhail, Kerechanin, Yaroslav, Bobrov, Dmitry, Lekin, Alexander
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Robotics and AI
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7805631/
https://ncbi.nlm.nih.gov/pubmed/33501255
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/frobt.2020.00088
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