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Convergence and robustness of bounded recurrent neural networks for solving dynamic Lyapunov equations 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 588, 页码: 106-123
作者:  Wang, Guancheng;  Hao, Zhihao;  Zhang, Bob;  Jin, Long
收藏  |  浏览/下载:53/0  |  提交时间:2022/08/22
Recurrent neural network  dynamic Lyapunov equations  Bounded activation functions  Finite-time convergence  Robustness  
Identifying the linear region based on machine learning to calculate the largest Lyapunov exponent from chaotic time series 期刊论文
CHAOS, 2018, 卷号: 28, 期号: 12, 页码: 7
作者:  Zhou, Shuang;  Wang, Xingyuan
Adobe PDF(767Kb)  |  收藏  |  浏览/下载:103/0  |  提交时间:2019/02/19
Modified Primal-Dual Neural Networks for Motion Control of Redundant Manipulators With Dynamic Rejection of Harmonic Noises 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 10, 页码: 4791-4801
作者:  Li, Shuai;  Zhou, MengChu;  Luo, Xin
Adobe PDF(2696Kb)  |  收藏  |  浏览/下载:291/0  |  提交时间:2018/11/01
Dual neural network  kinematic control  redundancy resolution  robotic manipulator  
Modified Primal-Dual Neural Networks for Motion Control of Redundant Manipulators With Dynamic Rejection of Harmonic Noises 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 10, 页码: 4791-4801
作者:  Li, Shuai;  Zhou, MengChu;  Luo, Xin
Adobe PDF(2696Kb)  |  收藏  |  浏览/下载:285/0  |  提交时间:2019/06/26
Dual neural network  kinematic control  redundancy resolution  robotic manipulator  
Distributed Winner-Take-All in Dynamic Networks 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 2, 页码: 577-589
作者:  Li, Shuai;  Zhou, MengChu;  Luo, Xin;  You, Zhu-Hong
Adobe PDF(1521Kb)  |  收藏  |  浏览/下载:181/0  |  提交时间:2018/03/05
Competitive control  consensus  cooperative control  distributed control  dynamic networks  networked control system  winner-take-all  
Abstraction of elementary hybrid systems by variable transformation 会议论文
20th International Symposium on Formal Methods, FM 2015, Oslo, Norway, June 24, 2015 - June 26, 2015
作者:  Liu, Jiang;  Zhan, Naijun;  Zhao, Hengjun;  Zou, Liang
Adobe PDF(512Kb)  |  收藏  |  浏览/下载:50/0  |  提交时间:2018/03/16
Dynamical modelling and control of space tethers: a review of space tether research 期刊论文
NONLINEAR DYNAMICS, 2014, 卷号: 77, 期号: 4, 页码: 1077-1099
作者:  Chen, Yi;  Huang, Rui;  He, Liping;  Ren, Xianlin;  Zheng, Bin
Adobe PDF(915Kb)  |  收藏  |  浏览/下载:103/0  |  提交时间:2018/03/15
Dynamics  Control  Non-linear  Space tether  Tethered system