calibration-light training 1cross-session adaptation 1cross-user gesture recognition 1domain adaptation 1gesture recognition 1label-free adaptation 1montage-agnostic encoder 1myoelectric prosthesis 1surface electromyography 1surface emg 1
From the 2 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Recognition and Label-Free Adaptation Across Recording Sessions in Surface-EMG Gesture Decoding
Jethro Odeyemi, W. J. Zhang
The paper proposes a montage‑agnostic encoder for surface EMG gesture decoding that can be applied across different recording sessions without recalibration, and evaluates label‑fr…
cs.LG2026
A Montage-Agnostic Encoder for Calibration-Light Cross-User Gesture Recognition from Surface Electromyography
Jethro Odeyemi, W. J. Zhang
The paper presents a montage‑agnostic encoder for surface EMG that uses shared weights and physical electrode coordinates, enabling cross‑user gesture recognition with minimal cali…