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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Veröffentlicht in:Sensors (Basel)
Hauptverfasser: Zeng, Hong, Li, Xiufeng, Borghini, Gianluca, Zhao, Yue, Aricò, Pietro, Di Flumeri, Gianluca, Sciaraffa, Nicolina, Zakaria, Wael, Kong, Wanzeng, Babiloni, Fabio
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI 2021
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8036954/
https://ncbi.nlm.nih.gov/pubmed/33805522
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21072369
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