Liang-Fei Niu

FRFNet: a fatigue-robust EEG–EMG fusion network for hand movement intention recognition

FRFNet provides a robust multimodal decoding framework for fatigue-aware rehabilitation and adaptive human–machine interaction under the evaluated synthetic EMG degradation conditions and indicates that degradation-aware adaptive fusion can suppress unreliable EMG features and improve EEG–EMG movement decoding under pr...