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Label-Based Alignment Multi-Source Domain Adaptation for Cross-Subject EEG Fatigue Mental State Evaluation

Accurate detection of driving fatigue is helpful in significantly reducing the rate of road traffic accidents. Electroencephalogram (EEG) based methods are proven to be efficient to evaluate mental fatigue. Due to its high non-linearity, as well as significant individual differences, how to perform...

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Detalles Bibliográficos
Autores principales: Zhao, Yue, Dai, Guojun, Borghini, Gianluca, Zhang, Jiaming, Li, Xiufeng, Zhang, Zhenyan, Aricò, Pietro, Di Flumeri, Gianluca, Babiloni, Fabio, Zeng, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8519604/
https://www.ncbi.nlm.nih.gov/pubmed/34658814
http://dx.doi.org/10.3389/fnhum.2021.706270