Bilateral Latent Synergy-Informed Residual sEMG Reconstruction for Incomplete Hand Gesture Recognition in Hemiparetic Patients.
Results suggest that latent synergy-informed reconstruction can provide more discriminative and stable sEMG representations for subject-specific post-stroke intention decoding, and propose a Latent Synergy-Informed Purification Network for reference-guided reconstruction of residual paretic sEMG.