Cheng Zhong

EMGBlend: Heterogeneity-Aware Self-Supervised Pretraining for Gesture and Force Decoding

EMGBlend shows how heterogeneous EMG datasets can be combined through explicit mechanism design rather than simple concatenation, and consistently outperforms matched random initialization and waveform reconstruction controls.