Author

Jia-Zheng Sun

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Open access Aug 2026

EEG Subject Identification and Open-Set Rejection Across Paradigms

Objective: To compare electroencephalography (EEG)-based subject-identification and open-set rejection performance across experimental paradigms while examining model robustness and cross-session generalization. Methods: The M3CV database was analyzed across resting state, transient sensory stimulation, steady-state se...

Cai Chen, Dan-Yang Lv, Jia-Zheng Sun et al. · Italian National Conference... · 0 citations

Open access 2026

MF-AHFNet: A Fatigue Driving Detection Method Based on Multi-Feature Asymptotic Hierarchical Fusion Network

Results indicate that the proposed method achieves a favorable balance between detection accuracy and model compactness under the present benchmark setting, and indicates that the proposed method achieves a favorable balance between detection accuracy and model compactness under the present benchmark setting.

Jia-Zheng Sun, Cai Chen, Li-Jun Liu et al. · IEEE Access · 0 citations