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Changhe Zhang's Projects

code-v1.0-of-amfg_sgnns_dd-wce icon code-v1.0-of-amfg_sgnns_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, Under Review)

code-v1.0-of-interpretable-dual-branch-emgnet icon 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-23-6594, Under Review). 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 icon 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).

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