Open access
Aug 2026
Knowledge distillation for sEMG-based gesture recognition: enhancing wearable HMI systems with lightweight models
This research enhances the feasibility of embedding deep learning models into wearable systems (e.g. wristband or wristwatch), facilitating more responsive and efficient gesture recognition in daily-life applications.
Fang Qiu, Chenyun Dai, Xiaodong Liu et al.
· Journal of Neural Engineerin... · 0 citations