中国科学院重庆绿色智能技术研究院机构知识库

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发表日期：2022

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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
	RNN for Repetitive Motion Generation of Redundant Robot Manipulators: An Orthogonal Projection-Based Scheme 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 615-628 作者:  Xie, Zhengtai;  Jin, Long;  Luo, Xin;  Sun, Zhongbo;  Liu, Mei 收藏  |  浏览/下载：49/0  |  提交时间：2022/08/22 Manipulators  Kinematics  Recurrent neural networks  Task analysis  Redundancy  Error elimination  gradient descent method  orthogonal projection method  recurrent neural network (RNN)  redundant manipulators  repetitive motion generation (RMG)
	Novel Discrete-Time Recurrent Neural Networks Handling Discrete-Form Time-Variant Multi-Augmented Sylvester Matrix Problems and Manipulator Application 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 587-599 作者:  Shi, Yang;  Jin, Long;  Li, Shuai;  Li, Jian;  Qiang, Jipeng;  Gerontitis, Dimitrios K. 收藏  |  浏览/下载：69/0  |  提交时间：2022/08/22 Mathematical model  Linear matrix inequalities  Numerical models  Computational modeling  Recurrent neural networks  Analytical models  Manipulators  Convergence  discrete-form time-variant multi-augmented Sylvester matrix problems  discrete-time recurrent neural networks (RNNs)  discretization formula  robot manipulator application
	RNN for Receding Horizon Control of Redundant Robot Manipulators 期刊论文 IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 卷号: 69, 期号: 2, 页码: 1608-1619 作者:  Yan, Jingkun;  Jin, Long;  Yuan, Zhanting;  Liu, Zhiyi 收藏  |  浏览/下载：152/0  |  提交时间：2021/12/23 Manipulators  Optimization  Acceleration  Recurrent neural networks  Mathematical model  Trajectory tracking  Trajectory  Joint limits  receding horizon control (RHC)  recurrent neural network (RNN)  redundant manipulator  trajectory tracking