A hierarchical semi-supervised extreme learning machine method for EEG recognition.

Feature extraction and classification is a vital part in motor imagery-based brain-computer interface (BCI) system. Traditional deep learning (DL) methods usually perform better with more labeled training samples. Unfortunately, the labeled samples are usually scarce for electroencephalography (EEG)...

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Detalles Bibliográficos
Publicado en:Medical & Biological Engineering & Computing Vol. 57; no. 1; pp. 147 - 158
Autores principales: She, Qingshan, Hu, Bo, Luo, Zhizeng, Nguyen, Thinh, Zhang, Yingchun
Formato: equations & formulas research tables/charts Journal Article
Publicado: Springer Nature Jan2019
Acceso en línea:Ver este registro en EBSCOhost