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An EEG-Based Transfer Learning Method for Cross-Subject Fatigue Mental State Prediction

Fatigued driving is one of the main causes of traffic accidents. The electroencephalogram (EEG)-based mental state analysis method is an effective and objective way of detecting fatigue. However, as EEG shows significant differences across subjects, effectively “transfering” the EEG analysis model o...

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Detalles Bibliográficos
Autores principales: Zeng, Hong, Li, Xiufeng, Borghini, Gianluca, Zhao, Yue, Aricò, Pietro, Di Flumeri, Gianluca, Sciaraffa, Nicolina, Zakaria, Wael, Kong, Wanzeng, Babiloni, Fabio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8036954/
https://www.ncbi.nlm.nih.gov/pubmed/33805522
http://dx.doi.org/10.3390/s21072369