From Muscle Bursts to Motor Intent: Self-Supervised Token Modeling for Heterogeneous EMG

Zhenghao Huang, Huilin Yao, Kaikai Wang

Surface electromyography provides a practical way to infer human movement intention from wearable muscle recordings, but models trained under a single acquisition setting often los…