2 papers
cs.LG2026
KinEMbed: Decoding Kinematics from Electromyography via Cross-Modal Contrastive Learning
Sofia Gilardini, Chenfei Ma, Kianoush Nazarpour
Decoding hand kinematics from surface electromyography (EMG) is a core challenge in wearable biosignal processing with clinical relevance for prosthetic control and motor rehabilit…
cs.HC2026
On Optimizing Electrode Configuration for Wrist-Worn sEMG-Based Thumb Gesture Recognition
Wenjuan Zhong, Chenfei Ma, Kianoush Nazarpour
Thumb gestures provide an effective and unobtrusive input modality for wearable and always-available human-machine interaction. Wrist-worn surface electromyography (sEMG) has emerg…