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Towards best practice of interpreting deep learning models for EEG-based brain computer interfaces

INTRODUCTION: As deep learning has achieved state-of-the-art performance for many tasks of EEG-based BCI, many efforts have been made in recent years trying to understand what have been learned by the models. This is commonly done by generating a heatmap indicating to which extent each pixel of the...

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Detalles Bibliográficos
Autores principales: Cui, Jian, Yuan, Liqiang, Wang, Zhaoxiang, Li, Ruilin, Jiang, Tianzi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470463/
https://www.ncbi.nlm.nih.gov/pubmed/37663037
http://dx.doi.org/10.3389/fncom.2023.1232925