Improved Transductive Support Vector Machine for a Small Labelled Set in Motor Imagery-Based Brain-Computer Interface

Long and tedious calibration time hinders the development of motor imagery- (MI-) based brain-computer interface (BCI). To tackle this problem, we use a limited labelled set and a relatively large unlabelled set from the same subject for training based on the transductive support vector machine (TSV...

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Detalles Bibliográficos
Autores principales: Xu, Yilu, Hua, Jing, Zhang, Hua, Hu, Ronghua, Huang, Xin, Liu, Jizhong, Guo, Fumin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6925734/
https://www.ncbi.nlm.nih.gov/pubmed/31885530
http://dx.doi.org/10.1155/2019/2087132

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6925734/
https://www.ncbi.nlm.nih.gov/pubmed/31885530
http://dx.doi.org/10.1155/2019/2087132

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