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CASIA OpenIR
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Estimation of Lower Limb Periodic Motions from sEMG Using Least Squares Support Vector Regression 期刊论文
NEURAL PROCESSING LETTERS, 2015, 期号: 3, SI, 页码: 371-388
作者:  Li, Q. L.;  Song, Y.;  Hou, Z. G.;  Z. G. Hou
Adobe PDF(3226Kb)  |  收藏  |  浏览/下载：186/49  |  提交时间：2018/01/05
Semg  Ls-svr  Motion Estimation  Neural Network  
Feasibility of NeuCube Spiking Neural Network Architecture for EMG Pattern Recognition 会议论文
Technical Poster Session, Beijing, August 22-24, 2015
作者:  Peng, Long;  Hou, Zengguang;  Kasabov, Nikola;  Bian, Guibin;  Vladareanu, Luige;  Yu, Hongnian
Adobe PDF(522Kb)  |  收藏  |  浏览/下载：408/115  |  提交时间：2017/01/11
Neucube Architecture  Spiking Neural Network  Emg  Pattern Recognition  Hand Motions  
A Practical EMG-Driven Musculoskeletal Model for Dynamic Torque Estimation of Knee Joint 会议论文
Robotics and Biomimetics, Zhuhai, December 6-9, 2015
作者:  Peng, Long;  Hou, Zengguang;  Peng, Liang;  Wang, Weiqun
浏览  |  Adobe PDF(1522Kb)  |  收藏  |  浏览/下载：298/102  |  提交时间：2017/01/11
Emg  Musculoskeletal Model  Torque Estimation  
A Dynamic EMG-torque Model of Elbow Based on Neural Networks 会议论文
Proceedings of the37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan, Italy, August 30, 2015-September 03, 2015
作者:  Liang, Peng;  Zeng-Guang, Hou;  Weiqun, Wang
浏览  |  Adobe PDF(1132Kb)  |  收藏  |  浏览/下载：265/78  |  提交时间：2016/01/25
An sEMG-driven Musculoskeletal Model of Shoulder and Elbow Based on Neural Networks 会议论文
Proceedings of 7th International Conference on Advanced Computational Intelligence, Mount Wuyi, Fujian, China, March 27-29, 2015
作者:  Liang, Peng;  Zeng-Guang, Hou;  Long, Peng;  Jin, Hu;  Weiqun, Wang
浏览  |  Adobe PDF(1640Kb)  |  收藏  |  浏览/下载：281/68  |  提交时间：2016/01/25
BP-AR-BASED HUMAN JOINT ANGLE ESTIMATION USING MULTI-CHANNEL SEMG 期刊论文
INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 2015, 卷号: 30, 期号: 3, 页码: 227-237
作者:  Tong, Lina;  Zhang, Feng;  Hou, Zeng-Guang;  Wang, Weiqun;  Peng, Liang
浏览  |  Adobe PDF(1650Kb)  |  收藏  |  浏览/下载：440/113  |  提交时间：2015/10/13
Semg-joint Angle Estimation  Rehabilitation  Moving Butterworth Filtering Method  Bp Neural Network  Autoregressive (Ar) Model  
Evolved neural network ensemble by multiple heterogeneous swarm intelligence 期刊论文
NEUROCOMPUTING, 2015, 卷号: 149, 期号: A, 页码: 29-38
作者:  Zhao, Zeng-Shun;  Feng, Xiang;  Lin, Yan-yan;  Wei, Fang;  Wang, Shi-Ku;  Xiao, Tong-Lu;  Cao, Mao-Yong;  Hou, Zeng-Guang
浏览  |  Adobe PDF(1108Kb)  |  收藏  |  浏览/下载：285/87  |  提交时间：2015/10/13
Neural Network Ensemble  Particle Swarm Optimization  Differential Evolution  Artificial Bee Colony  Chaotic Search  
Neural network based FastSLAM for autonomous robots in unknown environments 期刊论文
NEUROCOMPUTING, 2015, 卷号: 2015, 期号: 165, 页码: 99-110
作者:  Li, Qing-Ling;  Song, Yu;  Hou, Zeng-Guang
Adobe PDF(3788Kb)  |  收藏  |  浏览/下载：313/86  |  提交时间：2015/09/17
Autonomous Robot  Simultaneous Localization And Mapping (Slam)  Neural Network  Particle Filter  Gaussian Weighted Integral (Gwi)  Cubature Rule