Mar 6, 2024 · In this work, we present a novel real-time gesture recognition framework based on multi-source domain adaptation, which learns extra knowledge ...

A Robust and Real-Time Framework of. Cross-Subject Myoelectric Control Model. Calibration via Multi-Source Domain Adaptation. Jiayan Liu, Yangyang Yuan, Xinyu ...

Domain adaptation (DA) is a promising approach to tackle cross-user challenges due to its ability to diminish the divergence between individual users' EMG ...

Mar 25, 2024 · A Robust and Real-time Framework of Cross-subject Myoelectric Control Model Calibration via Multi-source Domain Adaptation. Dai, Chenyun ...

This paper proposes a multi-source synchronize domain adaptation framework with both DA and domain generalization (DG) capability.

A Robust and Real-Time Framework of Cross-Subject Myoelectric Control Model Calibration via Multi-Source Domain Adaptation. 2024, IEEE Journal of Biomedical ...

Jan 22, 2024 · This article categorizes common scenarios that incur calibration burdens as based on data distribution shift and based on dynamic data categories.

Multi-source domain generalization and adaptation toward cross-subject myoelectric pattern recognition. Journal of Neural Engineering,. 20(1):016050, feb ...

May 27, 2024 · “Target achievement control test: Evaluating real-time myoelectric pattern-recognition control of multifunctional upper-limb prostheses,” J.

Jul 28, 2023 · * (2024). A Robust and Real-Time Framework of Cross-Subject Myoelectric Control Model Calibration via Multi-Source Domain Adaptation. IEEE ...