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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
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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
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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  
上肢康复机器人控制策略及运动功能评价方法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  王晨
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脑卒中康复,上肢康复机器人,训练轨迹规划,按需辅助控制,运动功能评价  
面向下肢康复机器人的运动意图识别与主动训练方法 学位论文
, 智能化大厦17层第八会议室: 中国科学院自动化研究所, 2021
Authors:  任士鑫
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下肢康复机器人  主动训练  步态轨迹  运动想象  脑机接口  
A Rapid Spiking Neural Network Approach With an Application on Hand Gesture Recognition 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 13, 期号: 1, 页码: 151-161
Authors:  Cheng, Long;  Liu, Yang;  Hou, Zeng-Guang;  Tan, Min;  Du, Dajun;  Fei, Minrui
Favorite  |  View/Download:19/0  |  Submit date:2021/04/27
Forward propagation  hand gesture recognition  spiking neural networks (SNNs)  surface electromyography  
Functional specificity of the left ventrolateral prefrontal cortex in positive reappraisal: A single-pulse transcranial magnetic stimulation study 期刊论文
Cognitive, Affective, & Behavioral Neuroscience, 2021, 卷号: 1, 期号: 1, 页码: 1-12
Authors:  Cao,Dan;  Li,Yingjie;  Tang,Yingying
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Left ventrolateral prefrontal cortex  Positive reappraisal  Functional specificity  Single-pulse TMS  
Review of Research and Development of Supernumerary Robotic Limbs 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 929-952
Authors:  Yuchuang Tong;  Jinguo Liu
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Human-robot cooperation  human-robot interaction  supernumerary robotic finger  supernumerary robotic limb  wearable robots  
Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors:  Dezhen Xiong;  Daohui Zhang;  Xingang Zhao;  Yiwen Zhao
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Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1222-1242
Authors:  Ce Zhang;  Azim Eskandarian
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Advanced driver assistance systems (ADAS)  data analysis  electroencephalography (EEG)  intelligent vehicles  machine learning algorithms  neural network  
智能机器人共享控制与操作技能学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  席宝
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位姿检测  共享控制  强化学习  策略梯度  示教引导