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CASIA OpenIR

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A Multiposture Robot for Full Cycle Rehabilitation of Lower Limbs: Design and Autonomous Training 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2024, 页码: 12
作者:  Wang, Weiqun;  Shi, Weiguo;  Xiang, Kexin;  Ren, Shixin;  Lin, Tianyu;  Liu, Shengda;  Liang, Xu;  Wang, Jiaxing;  Hou, Zeng-Guang
收藏  |  浏览/下载：34/0  |  提交时间：2024/05/30
Autonomous training based on surface electromyography (sEMG)  mechanism design and optimization  rehabilitation robot  training trajectory optimization  
A CNN-Transformer Hybrid Recognition Approach for sEMG-Based Dynamic Gesture Prediction 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 16
作者:  Liu, Yanhong;  Li, Xingyu;  Yang, Lei;  Bian, Guibin;  Yu, Hongnian
收藏  |  浏览/下载：171/0  |  提交时间：2023/11/17
Feature extraction  Gesture recognition  Task analysis  Transformers  Time-frequency analysis  Convolution  Data mining  Convolutional neural network (CNN)  feature fusion  hand gesture recognition  surface electromyography (sEMG) sensor  transformer  
sEMG-Based Gesture Recognition Method for Coal Mine Inspection Manipulator Using Multistream CNN 期刊论文
IEEE SENSORS JOURNAL, 2023, 卷号: 23, 期号: 10, 页码: 11082-11090
作者:  Tong, Lina;  Zhang, Mingjia;  Ma, Hanghang;  Wang, Chen;  Peng, Liang
Adobe PDF(2841Kb)  |  收藏  |  浏览/下载：136/22  |  提交时间：2023/11/17
Sensors  Muscles  Inspection  Coal mining  Robots  Feature extraction  Gesture recognition  Coal mine inspection manipulator  gestures recognition  multistream convolutional neural network (CNN)  surface electromyography (sEMG)  time--frequency graph feature  
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
作者:  Cheng, Long;  Liu, Yang;  Hou, Zeng-Guang;  Tan, Min;  Du, Dajun;  Fei, Minrui
收藏  |  浏览/下载：260/0  |  提交时间：2021/04/27
Forward propagation  hand gesture recognition  spiking neural networks (SNNs)  surface electromyography  
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
作者:  Wang, Weiqun;  Shi, Weiguo;  Hou, Zeng-Guang;  Chen, Badong;  Liang, Xu;  Ren, Shixin;  Wang, Jiaxing;  Peng, Liang
Adobe PDF(13331Kb)  |  收藏  |  浏览/下载：399/66  |  提交时间：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  
Spiking-Neural-Network Based Fugl-Meyer Hand Gesture Recognition For Wearable Hand Rehabilitation Robot 会议论文
IJCNN, Rio de Janeiro，Brazil, 2018-7
作者:  Liu, Yang;  Cheng, Long
浏览  |  Adobe PDF(9398Kb)  |  收藏  |  浏览/下载：277/98  |  提交时间：2019/04/30
Spiking Neural Networks, Surface Electromyography, Fugl-meyer Assessment, Hand Gesture Recogniton, Spikeprop  
Towards Robot-Assisted Post-Stroke Hand Rehabilitation:Fugl-Meyer Gesture Recognition Using sEMG 会议论文
, Hawaii, 2017.7.31-2017.8.4
作者:  Chen M(陈妙);  Cheng L(程龙);  Huang FB(黄富表);  Yan Y(闫研);  Hou ZG(侯增广)
Adobe PDF(1213Kb)  |  收藏  |  浏览/下载：312/58  |  提交时间：2018/05/31
Surface Electromyography  Gesture Recognition  Fugl-meyer Assessment Scale  Hand Rehabilitation  Back Propagation Neural Network