Improvement of P300-Based Brain–Computer Interfaces for Home Appliances Control by Data Balancing Techniques

The oddball paradigm used in P300-based brain–computer interfaces (BCIs) intrinsically poses the issue of data imbalance between target stimuli and nontarget stimuli. Data imbalance can cause overfitting problems and, consequently, poor classification performance. The purpose of this study is to imp...

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Detalles Bibliográficos
Autores principales: Lee, Taejun, Kim, Minju, Kim, Sung-Phil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582676/
https://www.ncbi.nlm.nih.gov/pubmed/33003367
http://dx.doi.org/10.3390/s20195576

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7582676/
https://www.ncbi.nlm.nih.gov/pubmed/33003367
http://dx.doi.org/10.3390/s20195576

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