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A Generalizable and Discriminative Learning Method for Deep EEG-Based Motor Imagery Classification

Convolutional neural networks (CNNs) have been widely applied to the motor imagery (MI) classification field, significantly improving the state-of-the-art (SoA) performance in terms of classification accuracy. Although innovative model structures are thoroughly explored, little attention was drawn t...

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Detalles Bibliográficos
Autores principales: Huang, Xiuyu, Zhou, Nan, Choi, Kup-Sze
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8570040/
https://www.ncbi.nlm.nih.gov/pubmed/34744622
http://dx.doi.org/10.3389/fnins.2021.760979