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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

M. Karray

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Open access Sep 2026

Unified EEG Feature Extraction for Cross-Subject Driver State Recognition and a Leakage-Free Safe-Stop Trigger Mechanism

Electroencephalography (EEG)-based Brain–Computer Interfaces offer direct insight into a driver’s mental state, relevant to autonomous-vehicle perception stacks. This work addresses vigilance/drowsiness specifically, one of several driver states relevant to Level 3 takeover readiness. Detecting drowsiness before handov...

Sirine Ammar, M. Karray, Mohamed Ksantini · 0 citations

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