针对时变复数问题的复值递归神经网络模型设计和理论研究

61866013
2018
F0601.人工智能基础
肖林
地区科学基金项目
教授
吉首大学
41万元
零化神经网络;理论研究;时变问题求解;模型设计;递归神经网络
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 A Parameter-Changing and Complex-Valued Zeroing Neural-Network for Finding Solution of Time-Varying Complex Linear Matrix Equations in Finite Time 期刊论文 Xiao Lin;Tao Juan;Dai Jianhua;Wang Yaonan;Jia Lei;He Yongjun
2 Performance Analysis and Applications of Finite-Time ZNN Models With Constant/Fuzzy Parameters for TVQPEI 期刊论文 Xiao Lin;Jia Lei;Wang Yaonan;Dai Jianhua;Liao Qing;Zhu Quanxin
3 Improved finite-time solutions to time-varying Sylvester tensor equation via zeroing neural networks 期刊论文 Xiao Lin;Li Xiaopeng;Jia Lei;Liu Sai
4 A Variable-Parameter Noise-Tolerant Zeroing Neural Network for Time-Variant Matrix Inversion With Guaranteed Robustness 期刊论文 Xiao Lin;He Yongjun;Dai Jianhua;Liu Xinwang;Liao Bolin;Tan Haiyan
5 Nonlinear gradient neural network for solving system of linear equations 期刊论文 Xiao Lin;Li Kenli;Tan Zhiguo;Zhang Zhijun;Liao Bolin;Chen Ke;Jin Long;Li Shuai
6 求解时变问题的神经网络设计方法与 理论 奖励 肖林;张雨浓
7 Design and Analysis of New Zeroing Neural Network Models With Improved Finite-Time Convergence for Time-Varying Reciprocal of Complex Matrix 期刊论文 Jian Zhen;Xiao Lin;Dai Jianhua;Tang Zhuo;Liu Chubo
8 A Noise-Suppression ZNN Model With New Variable Parameter for Dynamic Sylvester Equation 期刊论文 Xiao Lin;He Yongjun
9 An Arctan-Type Varying-Parameter ZNN for Solving Time-Varying Complex Sylvester Equations in Finite Time 期刊论文 Lin Xiao;Juan Tao;Weibing Li
10 ZNNs With a Varying-Parameter Design Formula for Dynamic Sylvester Quaternion Matrix Equation 期刊论文 Xiao Lin;Huang Wenqian;Li Xiaopeng;Sun Fuchun;Liao Qing;Jia Lei;Li Jichun;Liu Sai
11 On Generalized Zeroing Neural Network Under Discrete and Distributed Time Delays and Its Application to Dynamic Lyapunov Equation 期刊论文 Zuo Qiuyue;Li Kenli;Xiao Lin;Wang Yaonan;Li Keqin
12 Design and Analysis of Two FTRNN Models With Application to Time-Varying Sylvester Equation 期刊论文 Jin Jie;Xiao Lin;Lu Ming;Li Jichun
13 Design and analysis of a noise-suppression zeroing neural network approach for robust synchronization of chaotic systems 期刊论文 Dai Jianhua;Cao Yingkun;Xiao Lin;Tan Haiyan;Jia Lei
14 Robust Finite-Time Zeroing Neural Networks With Fixed and Varying Parameters for Solving Dynamic Generalized Lyapunov Equation 期刊论文 Zuo Qiuyue;Li Kenli;Xiao Lin;Li Keqin
15 Design and analysis of robust nonlinear neural dynamics for solving dynamic nonlinear equation within finite time 期刊论文 Xiao;Lin
16 Finite-Time and Predefined-Time Convergence Design for Zeroing Neural Network: Theorem, Method, and Verification 期刊论文 Xiao Lin;Cao Yingkun;Dai Jianhua;Jia Lei;Tan Haiyan
17 A Finite-Time Recurrent Neural Network for Computing Quadratic Minimization with Time-Varying Coefficients 期刊论文 Xiao Lin;Lu Rongbo
18 Improved finite-time zeroing neural networks for time-varying complex Sylvester equation solving 期刊论文 Xiao Lin;Yi Qian;Zuo Qiuyue;He Yongjun
19 Design and analysis of two nonlinear ZNN models for matrix LR and QR factorization with application to 3-D moving target location 期刊论文 Xiao Lin;He Yongjun;Li Yiwei;Dai Jianhua
20 ZNN With Fuzzy Adaptive Activation Functions and Its Application to Time-Varying Linear Matrix Equation 期刊论文 Dai Jianhua;Yang Xing;Xiao Lin;Jia Lei;Li Yiwei
21 Design and Analysis of a Hybrid GNN-ZNN Model With a Fuzzy Adaptive Factor for Matrix Inversion 期刊论文 Dai Jianhua;Chen Yuanmeng;Xiao Lin;Jia Lei;He Yongjun
22 Zeroing Neural Networks for Dynamic Quaternion-Valued Matrix Inversion 期刊论文 Xiao Lin;Liu Sai;Wang Xin;He Yongjun;Jia Lei;Xu Yang
23 Adams-Bashforth Type Discrete Time Zeroing Neural Networks Solving Time-Varying Complex Sylvester Equation With Enhanced Robustness 期刊论文 Hu Zeshan;Li Kenli;Xiao Lin;Wang Yaonan;Duan Mingxing;Li Keqin
24 Predefined-Time Zeroing Neural Networks With Independent Prior Parameter for Solving Time-Varying Plural Lyapunov Tensor Equation 期刊论文 Qi Zhaohui;Ning Yingqiang;Xiao Lin;He Yongjun;Luo Jiajie;Luo Biao
25 Zeroing Neural Network for Time-Varying Linear Equations With Application to Dynamic Positioning 期刊论文 Jianhua Dai;Yiwei Li;Lin Xiao;Lei Jia
26 Zeroing Neural Networks: Finite-time Convergence Design, Analysis and Applications 专著 Xiao Lin;Jia Lei
27 Design and Analysis of A Novel Integral Design Scheme for Finding Finite-time Solution of Time-Varying Matrix Inequalities 期刊论文 Zeng Yuejie;Li Kenli;Xiao Lin;Liao Qing
28 Noise-Tolerant and Finite-Time Convergent ZNN Models for Dynamic Matrix Moore-Penrose Inversion 期刊论文 Tan Zhiguo;Xiao Lin;Chen Siyuan;Lv Xuanjiao
29 Design and Comprehensive Analysis of a Noise-Tolerant ZNN Model With Limited-Time Convergence for Time-Dependent Nonlinear Minimization 期刊论文 Xiao Lin;Dai Jianhua;Lu Rongbo;Li Shuai;Li Jichun;Wang Shoujin
30 Adaptive Coefficient Designs for Nonlinear Activation Function and Its Application to Zeroing Neural Network for Solving Time-Varying Sylvester Equation 期刊论文 Jian Zhen;Xiao Lin;Li Kenli;Zuo Qiuyue;Zhang Yongsheng
31 New error function designs for finite-time ZNN models with application to dynamic matrix inversion 期刊论文 Xiao Lin;Tan Haiyan;Jia Lei;Dai Jianhua;Zhang Yongsheng
32 Solving time-varying linear inequalities by finite-time convergent zeroing neural networks 期刊论文 Zeng Yuejie;Xiao Lin;Li Kenli;Zuo Qiuyue;Li Keqin
33 A Segmented Variable-Parameter ZNN for Dynamic Quadratic Minimization With Improved Convergence and Robustness 期刊论文 Xiao Lin;He Yongjun;Wang Yaonan;Dai Jianhua;Wang Ran;Tang Wensheng
34 Performance Benefits of Robust Nonlinear Zeroing Neural Network for Finding Accurate Solution of Lyapunov Equation in Presence of Various Noises 期刊论文 Xiao Lin;Zhang Yongsheng;Hu Zeshan;Dai Jianhua
35 A Novel Fuzzy-Power Zeroing Neural Network Model for Time-Variant Matrix Moore-Penrose Inversion With Guaranteed Performance 期刊论文 Jia Lei;Xiao Lin;Dai Jianhua;Cao Yingkun
36 Design and Application of A Robust Zeroing Neural Network to Kinematical Resolution of Redundant Manipulators Under Various External Disturbances 期刊论文 Xiao Lin;Jia Lei;Dai Jianhua;Tan Zhiguo
37 A robust and fixed-time zeroing neural dynamics for computing time-variant nonlinear equation using a novel nonlinear activation function 期刊论文 Yu Fei;Liu Li;Xiao Lin;Li Kenli;Cai Shuo
38 A parameter-changing zeroing neural network for solving linear equations with superior fixed-time convergence 期刊论文 Xiao Lin;He Yongjun;Liao Bolin
39 Performance analysis of nonlinear activated zeroing neural networks for time-varying matrix pseudoinversion with application 期刊论文 Hu Zeshan;Xiao Lin;Li Kenli;Li Keqin;Li Jichun
40 High-order error function designs to compute time-varying linear matrix equations 期刊论文 Xiao Lin;Tan Haiyan;Dai Jianhua;Jia Lei;Tang Wensheng
41 Design and analysis of new complex zeroing neural network for a set of dynamic complex linear equations 期刊论文 Xiao Lin;Yi Qian;Dai Jianhua;Li Kenli;Hu Zeshan
42 Design and Analysis of a Novel Distributed Gradient Neural Network for Solving Consensus Problems in a Predefined Time 期刊论文 Xiao Lin;Jia Lei;Dai Jianhua;Cao Yingkun;Li Yiwei;Zhu Quanxin;Li Jichun;Liu Min
43 Computing Time-Varying Quadratic Optimization With Finite-Time Convergence and Noise Tolerance: A Unified Framework for Zeroing Neural Network 期刊论文 Xiao Lin;Li Kenli;Duan Mingxing
44 Co-Design of Finite-Time Convergence and Noise Suppression: A Unified Neural Model for Time Varying Linear Equations With Robotic Applications 期刊论文 Xiao Lin;Li Shuai;Li Kenli;Jin Long;Liao Bolin
45 Two discrete ZNN models for solving time-varying augmented complex Sylvester equation 期刊论文 Lin Xiao;Wenqian Huang;Lei Jia;Xiaopeng Li
46 A variable-parameter ZNN with predefined-time convergence for dynamic complex-valued Lyapunov equation and its application to AOA positioning 期刊论文 Yongjun He;Lin Xiao;Fuchun Sun;Yaonan Wang
47 A Noise-Tolerant Zeroing Neural Network for Time-Dependent Complex Matrix Inversion Under Various Kinds of Noises 期刊论文 Xiao Lin;Zhang Yongsheng;Zuo Qiuyue;Dai Jianhua;Li Jichun;Tang Wensheng
48 Design and Analysis of a Self-Adaptive Zeroing Neural Network for Solving Time-Varying Quadratic Programming 期刊论文 Dai Jianhua;Yang Xing;Xiao Lin;Jia Lei;Liu Xinwang;Wang Yaonan
49 New Noise-Tolerant ZNN Models With Predefined-Time Convergence for Time-Variant Sylvester Equation Solving 期刊论文 Xiao Lin;Zhang Yongsheng;Dai Jianhua;Li Jichun;Li Weibing
50 Comprehensive Analysis of a New Varying Parameter Zeroing Neural Network for Time Varying Matrix Inversion 期刊论文 Xiao Lin;Zhang Yongsheng;Dai Jianhua;Zuo Qiuyue;Wang Shoujin
51 Finite-time Convergence and Robustness Analysis of Two Nonlinear Activated ZNN Models for Time-Varying Linear Matrix Equations 期刊论文 Xiao Lin;Jia Lei;Zhang Yongsheng;Hu Zeshan;Dai Jianhua
52 A fuzzy adaptive zeroing neural network with superior finite-time convergence for solving time-variant linear matrix equations 期刊论文 Jianhua Dai;Ping Tan;Xing Yang;Lin Xiao;Lei Jia;Yongjun He
53 Zeroing Neural Dynamics for Control Design: Comprehensive Analysis on Stability, Robustness, and Convergence Speed 期刊论文 Xiao Lin;Li Shuai;Lin Faa Jeng;Tan Zhiguo;Khan Ameer Hamza
54 Application of Two Fuzzy Logic Systems to Complex-Type ZNN Models for the Drazin Inverse of Time-Dependent Complex-Value Matrix 期刊论文 Jia Lei;Xiao Lin;Dai Jianhua
55 一种固定时间收敛零化神经网络的多智能体编队控制方法 专利 肖林;罗佳杰;代建华;贾蕾
56 基于模糊控制的容噪零化神经网络模型设计及方法 专利 肖林;贾蕾;代建华;唐文胜;綦朝晖
57 A novel ZNN model for fast synchronisation of chaos systems with external disturbances 期刊论文 Lin Xiao;Ping Liu;Yongjun He;Lei Jia;Juan Tao
58 A New Predefined Time Zeroing Neural Network With Drop Conservatism for Matrix Flows Inversion and Its Application 期刊论文 Xiao Lin;Li Linju;Huang Wenqian;Li Xiaopeng;Jia Lei
59 ZNN for time-variant nonlinear inequality systems: A finite-time solution 期刊论文 Lin Xiao;Wentong Song;Lei Jia;Xiaopeng Li
60 Finite-Time Solution of Time-Varying Tensor Inversion by a Novel Dynamic-Parameter Zeroing Neural-Network 期刊论文 Lin Xiao;Xiaopeng Li;Wenqian Huang;Lei Jia
61 Design and analysis of three nonlinearly activated ZNN models for solving time-varying linear matrix inequalities in finite time 期刊论文 Zeng Yuejie;Xiao Lin;Li Kenli;Li Jichun;Li Keqin;Jian Zhen
62 A new noise-tolerant and predefined-time ZNN model for time-dependent matrix inversion 期刊论文 Xiao Lin;Zhang Yongsheng;Dai Jianhua;Chen Ke;Yang Song;Li Weibing;Liao Bolin;Ding Lei;Li Jichun
63 An accelerated ZNN-based algorithm with piecewise time-varying parameters to solve time-variant linear equations 期刊论文 Xiao Lin;He Yongjun;Liao Bolin;Dai Jianhua
64 A Dynamic Parameter Noise-Tolerant Zeroing Neural Network for Time-Varying Quaternion Matrix Equation With Applications 期刊论文 Xiao Lin;Zhang Yuanfang;Huang Wenqian;Jia Lei;Gao Xieping
65 A Unified Predefined-Time Convergent and Robust ZNN Model for Constrained Quadratic Programming 期刊论文 Hu Zeshan;Xiao Lin;Dai Jianhua;Xu Yang;Zuo Qiuyue;Liu Chubo
66 A Noise-Enduring and Finite-Time Zeroing Neural Network for Equality-Constrained Time-Varying Nonlinear Optimization 期刊论文 Xiao Lin;Dai Jianhua;Jin Long;Li Weibing;Li Shuai;Hou Jian
67 A novel recurrent neural network and its finite-time solution to time-varying complex matrix inversion 期刊论文 Xiao Lin;Zhang Yongsheng;Li Kenli;Liao Bolin;Tan Zhiguo
68 Zeroing neural network with comprehensive performance and its applications to time-varying Lyapunov equation and perturbed robotic tracking 期刊论文 Hu Zeshan;Li Kenli;Li Keqin;Li Jichun;Xiao Lin
69 Super finite-Time variable parameter ZNN models for time-Variant linear matrix inequality 期刊论文 Lin Xiao;Wentong Song
70 递归神经网络的有限时间收敛模型设 计与分析 奖励 肖林;廖柏林;鲁荣波
71 Design and Application of an Adaptive Fuzzy Control Strategy to Zeroing Neural Network for Solving Time-Variant QP Problem 期刊论文 Jia Lei;Xiao Lin;Dai Jianhua;Qi Zhaohui;Zhang Zhijun;Zhang Yongsheng
72 An intelligent fuzzy robustness ZNN model with fixed‐time convergence for time‐variant Stein matrix equation 期刊论文 Dai Jianhua;Luo Liu;Xiao Lin;Jia Lei;Li Xiaopeng
73 Design and Analysis of Two Prescribed-Time and Robust ZNN Models With Application to Time-Variant Stein Matrix Equation 期刊论文 Dai Jianhua;Jia Lei;Xiao Lin
74 Design and Analysis of A Noise-Resistant ZNN Model for Settling Time-Variant Linear Matrix Inequality in Predefined-Time 期刊论文 Xiao Lin;Song Wentong;Li Xiaopeng;Jia Lei;Sun Jiayue;Wang Yaonan
75 基于离散模糊控制系统设计新型零化神经网络模型的方法 专利 肖林;贾蕾;罗佳杰;代建华
76 基于联邦学习和边缘计算的跨平台多模态舆情分析方法 专利 江沸菠;代建华;王敏捷;唐文胜;杜保强;罗湘云;刘帅;肖林;王可之
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