Pinned Repositories
Code-V1.0-of-AMFG_PGNNs_DD-WCE
Codes for conference paper titled "Parallel Graph Neural Networks: Class-imbalanced Gait Phase Recognition via Adaptive Fusion of Multimodal sEMG and Kinematic Data" (IEEE M2VIP, 2024, Accepted)
Code-V1.0-of-Interpretable-Dual-Branch-EMGNet
This is the code for paper "Interpretable Dual-Branch EMGNet: A Transfer Learning-based Network for Inter-Subject Lower Limb Motion Intention Recognition" (EAAI, 2024, 130: 107761). We provide the proposed CNN-EMGNets and IDB-EMGNets, as well as the implementation of machine learning models and deep learning models for comparison.
Code-V1.0-of-MC-ATT_DB-AFN
Codes for the conference paper titled "End-to-End Lower Limb Motion Recognition with Modal-Channel Attention and Dual-Branch Adaptive Fusion Network via sEMG and Kinematic Data" (ICET, 2024, Accepted).
Code-V1.0-of-sEMG_LMR_Method
Codes for a lower limb locomotion mode recognition method based on sEMG (Ref.: BSPC-D-24-08737-R1, Under Review).
Zhang-HUST's Repositories
Zhang-HUST/Code-V1.0-of-Interpretable-Dual-Branch-EMGNet
This is the code for paper "Interpretable Dual-Branch EMGNet: A Transfer Learning-based Network for Inter-Subject Lower Limb Motion Intention Recognition" (EAAI, 2024, 130: 107761). We provide the proposed CNN-EMGNets and IDB-EMGNets, as well as the implementation of machine learning models and deep learning models for comparison.
Zhang-HUST/Code-V1.0-of-AMFG_PGNNs_DD-WCE
Codes for conference paper titled "Parallel Graph Neural Networks: Class-imbalanced Gait Phase Recognition via Adaptive Fusion of Multimodal sEMG and Kinematic Data" (IEEE M2VIP, 2024, Accepted)
Zhang-HUST/Code-V1.0-of-MC-ATT_DB-AFN
Codes for the conference paper titled "End-to-End Lower Limb Motion Recognition with Modal-Channel Attention and Dual-Branch Adaptive Fusion Network via sEMG and Kinematic Data" (ICET, 2024, Accepted).
Zhang-HUST/Code-V1.0-of-sEMG_LMR_Method
Codes for a lower limb locomotion mode recognition method based on sEMG (Ref.: BSPC-D-24-08737-R1, Under Review).