A novel approach for cross-subject unfavorable driving state detection by cooperation between phase-based functional connectivity and convolutional neural network

•Phase-based FC between all pairs of EEG channels is assessed using PTE.•The cooperation between model-driven and data-driven approaches is realized.•The performance of proposed model is excellent on unseen subjects. Driving under unfavorable driving state (UDS) is the primary factor inducing the so...

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Veröffentlicht in:	Biomedical signal processing and control Jg. 86; S. 105270
Hauptverfasser:	Chen, Jichi, Wang, Hong, He, Enqiu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.09.2023
Schlagworte:	Convolutional Neural network Driver status Electroencephalography Feature extraction Phase transfer entropy Convolutional Neural network Driver status Feature extraction Electroencephalography Phase transfer entropy
ISSN:	1746-8094, 1746-8108
Online-Zugang:	Volltext
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