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 3 linked papers with an AI index.
3 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…
cs.NE2025
Benchmarking Randomized Optimization Algorithms on Binary, Permutation, and Combinatorial Problem Landscapes
Jethro Odeyemi, Wenjun Zhang
In this paper, we evaluate the performance of four randomized optimization algorithms: Randomized Hill Climbing (RHC), Simulated Annealing (SA), Genetic Algorithms (GA), and MIMIC…