Cheng-Han Shih

SSEMG-Net: A Spectrogram-Based Mamba Network for Surface Electromyography Denoising

Electrocardiogram (ECG) artifact contamination frequently occurs in surface electromyography (sEMG) when muscles are recorded near the heart. Existing neural network (NN)-based approaches typically perform waveform-level end-to-end denoising with pointwise losses, but often fail to preserve the spectral structures of s...