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A Novel Approach to the Analysis of Altered Human Motor Synergistic Structures 会议论文
, Macau, China, November 9-11
Authors:  Jingyao Chen;  Chen Wang;  Ningcun Xu;  Zeng-Guang Hou;  Liang Peng;  Pingye Deng;  Pu Zhang;  Chutian Zhang
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A Hip-Knee Joint Coordination Evaluation System in Hemiplegic Individuals Based on Cyclogram Analysis 会议论文
, Changsha, China, 20-23 November
Authors:  Ningcun Xu;  Chen Wang;  Liang Peng;  Jingyao Chen;  Zhi Cheng;  Zeng-Guang Hou;  Pu Zhang;  Zejia He
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A Double-Hurdle Quantification Model for Freezing of Gait of Parkinson's Patients 期刊论文
IEEE Transactions on Biomedical Engineering, 2024, 页码: 1 - 12
Authors:  Ningcun Xu;  Chen Wang;  Liang Peng;  Xiao-Hu Zhou;  Jingyao Chen;  Zhi Cheng;  Zeng-Guang Hou
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Neural Manifold Modulated Continual Reinforcement Learning for Musculoskeletal Robots 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 卷号: 16, 期号: 1, 页码: 86-99
Authors:  Chen JH(陈嘉浩);  Chen ZY(陈紫渝);  Yao CJ(姚超竞);  Qiao H(乔红)
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Continual reinforcement learning  musculoskeletal robots  neural manifold  recurrent neural network (RNN)  
Robust Motion Learning for Musculoskeletal Robots Based on a Recurrent Neural Network and Muscle Synergies 期刊论文
IEEE Transactions on Automation Science and Engineering, 2024, 页码: 1-16
Authors:  Jiahao Chen;  Wu YX(吴亚雄);  Yao CJ(姚超竞);  Huang X(黄销)
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Musculoskeletal system  Robots  Muscles  Reinforcement learning  Robustness  Learning systems  Recurrent neural networks  Musculoskeletal robots  recurrent neural network  muscle synergy  robustness