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Drivable Space of Rehabilitation Robot for Physical Human-Robot Interaction: Definition and an Expanding Method 期刊论文
IEEE TRANSACTIONS ON ROBOTICS, 2022, 页码: 14
Authors:  Wang, Weiqun;  Liang, Xu;  Liu, Shengda;  Lin, Tianyu;  Zhang, Pu;  Lv, Zhen;  Wang, Jiaxing;  Hou, Zeng-Guang
Favorite  |  View/Download:23/0  |  Submit date:2022/11/14
Assistive robots  Torque  Robot kinematics  Training  Exoskeletons  Biological system modeling  Adaptation models  Adaptive learning  dynamics modeling  physical human-robot interaction (pHRI)  rehabilitation robot  
Few-shot multiscene fault diagnosis of rolling bearing under compound variable working conditions 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2022, 页码: 12
Authors:  Wang, Sihan;  Wang, Dazhi;  Kong, Deshan;  Li, Wenhui;  Wang, Jiaxing;  Wang, Huanjie
Favorite  |  View/Download:43/0  |  Submit date:2022/07/25
Neural Correlates of Single-Task Versus Cognitive-Motor Dual-Task Training 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 2, 页码: 532-540
Authors:  Wang, Jiaxing;  Wang, Weiqun;  Ren, Shixin;  Shi, Weiguo;  Hou, Zeng-Guang
Favorite  |  View/Download:43/0  |  Submit date:2022/07/25
Cognitive-motor dual-task training (CMDT)  engagement  event-related (de-)synchronization (ERD/ERS)  focus of attention (FOA)  single-cognitive/motor-task training (SCT/SMT)  
Efficient Brain Decoding Based on Adaptive EEG Channel Selection and Transformation 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2022, 页码: 10
Authors:  Wang, Jiaxing;  Shi, Lei;  Wang, Weiqun;  Hou, Zeng-Guang
Favorite  |  View/Download:54/0  |  Submit date:2022/06/06
Electroencephalography  Decoding  Brain modeling  Computational modeling  Optimized production technology  Feature extraction  Data models  Channel selection  channel transformation  brain decoding  computational cost  classification accuracy  
Unsupervised meta-learning for few-shot learning 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 116, 页码: 10
Authors:  Xu, Hui;  Wang, Jiaxing;  Li, Hao;  Ouyang, Deqiang;  Shao, Jie
Favorite  |  View/Download:59/0  |  Submit date:2021/08/15
Unsupervised learning  Meta-learning  Few-shot learning  
ECBC: Efficient Convolution via Blocked Columnizing 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
Authors:  Zhao, Tianli;  Hu, Qinghao;  He, Xiangyu;  Xu, Weixiang;  Wang, Jiaxing;  Leng, Cong;  Cheng, Jian
Adobe PDF(3003Kb)  |  Favorite  |  View/Download:59/1  |  Submit date:2022/01/27
Convolution  Tensors  Layout  Memory management  Indexes  Transforms  Performance evaluation  Convolutional neural networks (CNNs)  direct convolution  high performance computing for mobile devices  im2col convolution  memory-efficient convolution (MEC)  
Prediction of Human Voluntary Torques Based on Collaborative Neuromusculoskeletal Modeling and Adaptive Learning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 6, 页码: 5217-5226
Authors:  Wang, Weiqun;  Shi, Weiguo;  Hou, Zeng-Guang;  Chen, Badong;  Liang, Xu;  Ren, Shixin;  Wang, Jiaxing;  Peng, Liang
Adobe PDF(13331Kb)  |  Favorite  |  View/Download:98/5  |  Submit date:2021/04/06
Muscles  Adaptation models  Adaptive learning  Force  Calibration  Hip  Electromyography  Adaptive learning  human–  robot interaction  neuromusculoskeletal modeling  parameter calibration  surface electromyography (sEMG) processing  
面向神经康复的参与度评价与增强方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  王佳星
Adobe PDF(13929Kb)  |  Favorite  |  View/Download:150/7  |  Submit date:2021/06/18
参与度评价与增强  脑机接口  注意力调控  任务难度调整与优化  单/双任务训练范式  
深度神经网络自动设计方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  王家兴
Adobe PDF(9209Kb)  |  Favorite  |  View/Download:109/7  |  Submit date:2021/06/16
深度学习  网络结构搜索  模型压缩  贝叶斯方法  机器学习  
Toward Improving Engagement in Neural Rehabilitation: Attention Enhancement Based on Brain-Computer Interface and Audiovisual Feedback 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2020, 卷号: 12, 期号: 4, 页码: 787-796
Authors:  Wang, Jiaxing;  Wang, Weiqun;  Hou, Zeng-Guang
Adobe PDF(2031Kb)  |  Favorite  |  View/Download:78/6  |  Submit date:2021/03/02
Avatars  Electroencephalography  Training  Games  Real-time systems  Task analysis  Stroke (medical condition)  Attention enhancement  brain–  computer interface (BCI)  electroencephalogram (EEG)  neural rehabilitation  virtual reality