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Author

Jiantao Yuan

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Aug 2026

NTSM: Neurophysiology-Guided Tri-Stream Selective State Space Model for Real-Time Driver Fatigue Detection with EEG-EOG Signals.

Driver fatigue is a leading contributor to fatal traffic accidents globally, and Electroencephalogram (EEG)-Electrooculogram (EOG) multi-modal systems are the gold standard for objective fatigue detection. However, existing Transformer-based methods face critical bottlenecks of high quadratic complexity and oversimplif...

Jiantao Yuan, Jingrong Tang, Hai-Jun Han et al. · 0 citations

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