On the LVI-based numerical method (E47 algorithm) for solving quadratic programming problems. - Yunong Zhang; Senbo Fu; Zhijun Zhang 003; Lin Xiao 002; Xuezhong Li (ICAL, 2011)

Real-time joystick control and experiments of redundant manipulators using cosine-based velocity mapping. - Yunong Zhang; Ling Xie; Zhijun Zhang 003; Kene Li; Lin Xiao 002 (ICAL, 2011)

Continuous and discrete time Zhang dynamics for time-varying 4th root finding. - Yunong Zhang; Lin Xiao 002; Gongqin Ruan; Zhan Li (Numer. Algorithms, 2011)

Zhang Neural Network Versus Gradient Neural Network for Solving Time-Varying Linear Inequalities. - Lin Xiao 002; Yunong Zhang (IEEE Trans. Neural Networks, 2011)

Zhang Fractals Yielded via Solving Time-Varying Nonlinear Complex Equations by Discrete-Time Complex-Valued ZD. - Yunong Zhang; Long Jin 001; Zhijun Zhang 003; Lin Xiao 002; Senbo Fu (AICI, 2012)

Weights and structure determination of pruning-while-growing type for 3-input power-activation feed-forward neuronet. - Yunong Zhang; Wenchao Lao; Yonghua Yin; Lin Xiao 002; Jinhao Chen (ICAL, 2012)

Three nonlinearly-activated discrete-Time ZNN models for time-varying matrix inversion. - Yunong Zhang; Long Jin 001; Dongsheng Guo 001; Senbo Fu; Lin Xiao 002 (ICNC, 2012)

Convergence and stability results of Zhang neural network solving systems of time-varying nonlinear equations. - Yunong Zhang; Yanyan Shi; Lin Xiao 002; Bingguo Mu (ICNC, 2012)

Two New Types of Zhang Neural Networks Solving Systems of Time-Varying Nonlinear Inequalities. - Lin Xiao 002; Yunong Zhang (IEEE Trans. Circuits Syst. I Regul. Pap., 2012)

Minimum movement scheme with wheels and joints coordinated simultaneously for mobile redundant manipulator. - Yunong Zhang; Lin Xiao 002; Xiaotian Yu; Bolin Liao; Zhijun Zhang 003 (ICIA, 2013)

Solving time-varying nonlinear inequalities using continuous and discrete-time Zhang dynamics. - Lin Xiao 002; Yunong Zhang (Int. J. Comput. Math., 2013)

Different Zhang functions resulting in different ZNN models demonstrated via time-varying linear matrix-vector inequalities solving. - Lin Xiao 002; Yunong Zhang (Neurocomputing, 2013)

Presentation, error analysis and numerical experiments on a group of 1-step-ahead numerical differentiation formulas. - Yunong Zhang; Yao Chou; Jinhao Chen; Zhijun Zhang 003; Lin Xiao 002 (J. Comput. Appl. Math., 2013)

Acceleration-Level Repetitive Motion Planning and Its Experimental Verification on a Six-Link Planar Robot Manipulator. - Lin Xiao 002; Yunong Zhang (IEEE Trans. Control. Syst. Technol., 2013)

From Different Zhang Functions to Various ZNN Models Accelerated to Finite-Time Convergence for Time-Varying Linear Matrix Equation. - Lin Xiao 002; Yunong Zhang (Neural Process. Lett., 2014)

Cross-validation based weights and structure determination of Chebyshev-polynomial neural networks for pattern classification. - Yunong Zhang; Yonghua Yin; Dongsheng Guo 001; Xiaotian Yu; Lin Xiao 002 (Pattern Recognit., 2014)

A New Performance Index for the Repetitive Motion of Mobile Manipulators. - Lin Xiao 002; Yunong Zhang (IEEE Trans. Cybern., 2014)

A Fully Complex-Valued Neural Network for Rapid Solution of Complex-Valued Systems of Linear Equations. - Lin Xiao 002; Weiwei Meng; Rongbo Lu; Xi Yang; Bolin Liao; Lei Ding 007 (ISNN, 2015)

A finite-time convergent neural dynamics for online solution of time-varying linear complex matrix equation. - Lin Xiao 002 (Neurocomputing, 2015)

Finite-time solution to nonlinear equation using recurrent neural dynamics with a specially-constructed activation function. - Lin Xiao 002; Rongbo Lu (Neurocomputing, 2015)

A nonlinearly-activated neurodynamic model and its finite-time solution to equality-constrained quadratic optimization with nonstationary coefficients. - Lin Xiao 002 (Appl. Soft Comput., 2016)

Performance analyses of recurrent neural network models exploited for online time-varying nonlinear optimization. - Mei Liu; Bolin Liao; Lei Ding 007; Lin Xiao 002 (Comput. Sci. Inf. Syst., 2016)

A nonlinearly activated neural dynamics and its finite-time solution to time-varying nonlinear equation. - Lin Xiao 002 (Neurocomputing, 2016)

A convergence-accelerated Zhang neural network and its solution application to Lyapunov equation. - Lin Xiao 002; Bolin Liao (Neurocomputing, 2016)

Dynamic design, numerical solution and effective verification of acceleration-level obstacle-avoidance scheme for robot manipulators. - Lin Xiao 002; Yunong Zhang (Int. J. Syst. Sci., 2016)

Novel Complex-Valued Neural Network for Dynamic Complex-Valued Matrix Inversion. - Bolin Liao; Lin Xiao 002; Jie Jin; Lei Ding 007; Mei Liu (J. Adv. Comput. Intell. Intell. Informatics, 2016)

A new design formula exploited for accelerating Zhang neural network and its application to time-varying matrix inversion. - Lin Xiao 002 (Theor. Comput. Sci., 2016)

An Arctan-Activated WASD Neural Network Approach to the Prediction of Dow Jones Industrial Average. - Bolin Liao; Chuan Ma; Lin Xiao 002; Rongbo Lu; Lei Ding 007 (ISNN (1), 2017)

A Complex Gradient Neural Dynamics for Fast Complex Matrix Inversion. - Lin Xiao 002; Bolin Liao; Qinli Zeng; Lei Ding 007; Rongbo Lu (ISNN (1), 2017)

An Improved Recurrent Neural Network for Complex-Valued Systems of Linear Equation and Its Application to Robotic Motion Tracking. - Lei Ding 007; Lin Xiao 002; Bolin Liao; Rongbo Lu; Hua Peng (Frontiers Neurorobotics, 2017)

Different-Level Simultaneous Minimization Scheme for Fault Tolerance of Redundant Manipulator Aided with Discrete-Time Recurrent Neural Network. - Long Jin 001; Bolin Liao; Mei Liu; Lin Xiao 002; Dongsheng Guo 001; Xiaogang Yan (Frontiers Neurorobotics, 2017)

A Velocity-Level Bi-Criteria Optimization Scheme for Coordinated Path Tracking of Dual Robot Manipulators Using Recurrent Neural Network. - Lin Xiao 002; Yongsheng Zhang; Bolin Liao; Zhijun Zhang 003; Lei Ding 007; Long Jin 001 (Frontiers Neurorobotics, 2017)

A finite-time convergent dynamic system for solving online simultaneous linear equations. - Lin Xiao 002; Bolin Liao; Jie Jin; Rongbo Lu; Xi Yang; Lei Ding 007 (Int. J. Comput. Math., 2017)

Accelerating a recurrent neural network to finite-time convergence using a new design formula and its application to time-varying matrix square root. - Lin Xiao 002 (J. Frankl. Inst., 2017)

Solving quadratic minimization problem by finite-time recurrent neural network using two different nonlinear activation functions. - Yongsheng Zhang; Lin Xiao 002; Bolin Liao; Lei Ding 007; Rongbo Lu (ICACI, 2018)

CNN and PCA Based Visual System of A Wheelchair Manipulator Robot for Automatic Drinking. - Zhijun Zhang 003; Shi Mao; Ke Chen 004; Lin Xiao 002; Bolin Liao; Chunquan Li 001; Penzchao Zhang (ROBIO, 2018)

A New RNN Model With a Modified Nonlinear Activation Function Applied to Complex-Valued Linear Equations. - Lei Ding 007; Lin Xiao 002; Kai-Qing Zhou; Yonghong Lan; Yongsheng Zhang (IEEE Access, 2018)

Wsbp function activated Zhang dynamic with finite-time convergence applied to Lyapunov equation. - Xuanjiao Lv; Lin Xiao 002; Zhiguo Tan; Zhi Yang 004 (Neurocomputing, 2018)

A new recurrent neural network with noise-tolerance and finite-time convergence for dynamic quadratic minimization. - Lin Xiao 002; Shuai Li 002; Jian Yang 003; Zhijun Zhang 003 (Neurocomputing, 2018)

A new finite-time varying-parameter convergent-differential neural-network for solving nonlinear and nonconvex optimization problems. - Zhijun Zhang 003; Lunan Zheng; Lingao Li; Xiaoyan Deng; Lin Xiao 002; Guoshun Huang (Neurocomputing, 2018)

Design, verification and robotic application of a novel recurrent neural network for computing dynamic Sylvester equation. - Lin Xiao 002; Zhijun Zhang 003; Zili Zhang 001; Weibing Li; Shuai Li 002 (Neural Networks, 2018)

Nonlinear recurrent neural networks for finite-time solution of general time-varying linear matrix equations. - Lin Xiao 002; Bolin Liao; Shuai Li 002; Ke Chen 004 (Neural Networks, 2018)

A New Varying-Parameter Recurrent Neural-Network for Online Solution of Time-Varying Sylvester Equation. - Zhijun Zhang 003; Lunan Zheng; Jian Weng 001; Yijun Mao; Wei Lu 001; Lin Xiao 002 (IEEE Trans. Cybern., 2018)

Design and Analysis of FTZNN Applied to the Real-Time Solution of a Nonstationary Lyapunov Equation and Tracking Control of a Wheeled Mobile Manipulator. - Lin Xiao 002; Bolin Liao; Shuai Li 002; Zhijun Zhang 003; Lei Ding 007; Long Jin 001 (IEEE Trans. Ind. Informatics, 2018)

Cooperative Motion Generation in a Distributed Network of Redundant Robot Manipulators With Noises. - Long Jin 001; Shuai Li 002; Lin Xiao 002; Rongbo Lu; Bolin Liao (IEEE Trans. Syst. Man Cybern. Syst., 2018)

An Improved Complex-Valued Recurrent Neural Network Model for Time-Varying Complex-Valued Sylvester Equation. - Lei Ding 007; Lin Xiao 002; Kai-Qing Zhou; Yonghong Lan; Yongsheng Zhang; Jichun Li 002 (IEEE Access, 2019)

Design and Analysis of Two FTRNN Models With Application to Time-Varying Sylvester Equation. - Jie Jin; Lin Xiao 002; Ming Lu; Jichun Li 002 (IEEE Access, 2019)

Robustness Analysis and Robotic Application of Combined Function Activated RNN for Time-Varying Matrix Pseudo Inversion. - Zhiguo Tan; Yueming Hu 002; Lin Xiao 002; Ke Chen 004 (IEEE Access, 2019)

Finite-Time Convergence and Robustness Analysis of Two Nonlinear Activated ZNN Models for Time-Varying Linear Matrix Equations. - Lin Xiao 002; Lei Jia; Yongsheng Zhang; Zeshan Hu; Jianhua Dai (IEEE Access, 2019)

A recurrent neural network with predefined-time convergence and improved noise tolerance for dynamic matrix square root finding. - Weibing Li; Bolin Liao; Lin Xiao 002; Rongbo Lu (Neurocomputing, 2019)

Design and analysis of new complex zeroing neural network for a set of dynamic complex linear equations. - Lin Xiao 002; Qian Yi; Jianhua Dai; Kenli Li 001; Zeshan Hu (Neurocomputing, 2019)

A novel recurrent neural network and its finite-time solution to time-varying complex matrix inversion. - Lin Xiao 002; Yongsheng Zhang; Kenli Li 001; Bolin Liao; Zhiguo Tan (Neurocomputing, 2019)

A robust and fixed-time zeroing neural dynamics for computing time-variant nonlinear equation using a novel nonlinear activation function. - Fei Yu 009; Li Liu 041; Lin Xiao 002; Kenli Li 001; Shuo Cai (Neurocomputing, 2019)

Improved Zhang neural network with finite-time convergence for time-varying linear system of equations solving. - Xuanjiao Lv; Lin Xiao 002; Zhiguo Tan (Inf. Process. Lett., 2019)

Nonlinear gradient neural network for solving system of linear equations. - Lin Xiao 002; Kenli Li 001; Zhiguo Tan; Zhijun Zhang 003; Bolin Liao; Ke Chen 004; Long Jin 001; Shuai Li 002 (Inf. Process. Lett., 2019)

A finite-time convergent Zhang neural network and its application to real-time matrix square root finding. - Lin Xiao 002 (Neural Comput. Appl., 2019)

A new noise-tolerant and predefined-time ZNN model for time-dependent matrix inversion. - Lin Xiao 002; Yongsheng Zhang; Jianhua Dai; Ke Chen 004; Song Yang; Weibing Li; Bolin Liao; Lei Ding 007; Jichun Li 002 (Neural Networks, 2019)

Improved Gradient Neural Networks for Solving Moore-Penrose Inverse of Full-Rank Matrix. - Xuanjiao Lv; Lin Xiao 002; Zhiguo Tan; Zhi Yang 004; Junying Yuan (Neural Process. Lett., 2019)

Discrete-time noise-tolerant Zhang neural network for dynamic matrix pseudoinversion. - Qiuhong Xiang; Bolin Liao; Lin Xiao 002; Long Lin; Shuai Li 002 (Soft Comput., 2019)

RNN for Solving Perturbed Time-Varying Underdetermined Linear System With Double Bound Limits on Residual Errors and State Variables. - Huiyan Lu; Long Jin 001; Xin Luo 001; Bolin Liao; Dongsheng Guo 001; Lin Xiao 002 (IEEE Trans. Ind. Informatics, 2019)

Zeroing Neural Dynamics for Control Design: Comprehensive Analysis on Stability, Robustness, and Convergence Speed. - Lin Xiao 002; Shuai Li 002; Faa-Jeng Lin; Zhiguo Tan; Ameer Hamza Khan (IEEE Trans. Ind. Informatics, 2019)

Performance Benefits of Robust Nonlinear Zeroing Neural Network for Finding Accurate Solution of Lyapunov Equation in Presence of Various Noises. - Lin Xiao 002; Yongsheng Zhang; Zeshan Hu; Jianhua Dai (IEEE Trans. Ind. Informatics, 2019)

Computing Time-Varying Quadratic Optimization With Finite-Time Convergence and Noise Tolerance: A Unified Framework for Zeroing Neural Network. - Lin Xiao 002; Kenli Li 001; Mingxing Duan (IEEE Trans. Neural Networks Learn. Syst., 2019)

Solving Time-Varying System of Nonlinear Equations by Finite-Time Recurrent Neural Networks With Application to Motion Tracking of Robot Manipulators. - Lin Xiao 002; Zhijun Zhang 003; Shuai Li 002 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

A Variable Parameter Zeroing Neural Network for Resolving Time-Variant Quadratic Minimization with Preferable Performance. - Yongjun He 001; Qian Yi; Bolin Liao; Lei Ding 007; Lin Xiao 002; Pei Liu (ICACI, 2020)

A Fully Complex-Valued and Robust ZNN Model for Dynamic Complex Matrix Inversion Under External Noises. - Sai Liu; Haiyan Tan; Lin Xiao 002 (IEEE Access, 2020)

Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation. - Shoujin Wang; Longbing Cao; Liang Hu 004; Shlomo Berkovsky; Xiaoshui Huang; Lin Xiao 002; Wenpeng Lu (CoRR, 2020)

Zeroing neural network with comprehensive performance and its applications to time-varying Lyapunov equation and perturbed robotic tracking. - Zeshan Hu; Kenli Li 001; Keqin Li 001; Jichun Li 002; Lin Xiao 002 (Neurocomputing, 2020)

Design and Application of A Robust Zeroing Neural Network to Kinematical Resolution of Redundant Manipulators Under Various External Disturbances. - Lin Xiao 002; Lei Jia; Jianhua Dai; Zhiguo Tan (Neurocomputing, 2020)

New error function designs for finite-time ZNN models with application to dynamic matrix inversion. - Lin Xiao 002; Haiyan Tan; Lei Jia; Jianhua Dai; Yongsheng Zhang (Neurocomputing, 2020)

Design and analysis of three nonlinearly activated ZNN models for solving time-varying linear matrix inequalities in finite time. - Yuejie Zeng; Lin Xiao 002; Kenli Li 001; Jichun Li 002; Keqin Li 001; Zhen Jian (Neurocomputing, 2020)

Comprehensive design and analysis of time-varying delayed zeroing neural network and its application to matrix inversion. - Qiuyue Zuo; Lin Xiao 002; Kenli Li 001 (Neurocomputing, 2020)

Adaptive Coefficient Designs for Nonlinear Activation Function and Its Application to Zeroing Neural Network for Solving Time-Varying Sylvester Equation. - Zhen Jian; Lin Xiao 002; Kenli Li 001; Qiuyue Zuo; Yongsheng Zhang (J. Frankl. Inst., 2020)

Solving time-varying linear inequalities by finite-time convergent zeroing neural networks. - Yuejie Zeng; Lin Xiao 002; Kenli Li 001; Qiuyue Zuo; Keqin Li 001 (J. Frankl. Inst., 2020)

Improved finite-time zeroing neural networks for time-varying complex Sylvester equation solving. - Lin Xiao 002; Qian Yi; Qiuyue Zuo; Yongjun He 001 (Math. Comput. Simul., 2020)

A Finite-Time Convergent and Noise-Rejection Recurrent Neural Network and Its Discretization for Dynamic Nonlinear Equations Solving. - Weibing Li; Lin Xiao 002; Bolin Liao (IEEE Trans. Cybern., 2020)

Design and Analysis of New Zeroing Neural Network Models With Improved Finite-Time Convergence for Time-Varying Reciprocal of Complex Matrix. - Zhen Jian; Lin Xiao 002; Jianhua Dai; Zhuo Tang; Chubo Liu (IEEE Trans. Ind. Informatics, 2020)

Noise-Tolerant and Finite-Time Convergent ZNN Models for Dynamic Matrix Moore-Penrose Inversion. - Zhiguo Tan; Lin Xiao 002; Siyuan Chen 006; Xuanjiao Lv (IEEE Trans. Ind. Informatics, 2020)

A Noise-Tolerant Zeroing Neural Network for Time-Dependent Complex Matrix Inversion Under Various Kinds of Noises. - Lin Xiao 002; Yongsheng Zhang; Qiuyue Zuo; Jianhua Dai; Jichun Li 002; Wensheng Tang (IEEE Trans. Ind. Informatics, 2020)

Complex-Valued Discrete-Time Neural Dynamics for Perturbed Time-Dependent Complex Quadratic Programming With Applications. - Yimeng Qi; Long Jin 001; Yaonan Wang 001; Lin Xiao 002; Jiliang Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

New Varying-Parameter ZNN Models With Finite-Time Convergence and Noise Suppression for Time-Varying Matrix Moore-Penrose Inversion. - Zhiguo Tan; Weibing Li; Lin Xiao 002; Yueming Hu 002 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Design and Comprehensive Analysis of a Noise-Tolerant ZNN Model With Limited-Time Convergence for Time-Dependent Nonlinear Minimization. - Lin Xiao 002; Jianhua Dai; Rongbo Lu; Shuai Li 002; Jichun Li 002; Shoujin Wang (IEEE Trans. Neural Networks Learn. Syst., 2020)

Co-Design of Finite-Time Convergence and Noise Suppression: A Unified Neural Model for Time Varying Linear Equations With Robotic Applications. - Lin Xiao 002; Shuai Li 002; Kenli Li 001; Long Jin 001; Bolin Liao (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Performance analysis of nonlinear activated zeroing neural networks for time-varying matrix pseudoinversion with application. - Zeshan Hu; Lin Xiao 002; Kenli Li 001; Keqin Li 001; Jichun Li 002 (Appl. Soft Comput., 2021)

Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation. - Shoujin Wang; Longbing Cao; Liang Hu 004; Shlomo Berkovsky; Xiaoshui Huang; Lin Xiao 002; Wenpeng Lu (IEEE Intell. Syst., 2021)

Design and analysis of a noise-suppression zeroing neural network approach for robust synchronization of chaotic systems. - Jianhua Dai; Yingkun Cao; Lin Xiao 002; Haiyan Tan; Lei Jia (Neurocomputing, 2021)

Comprehensive study on complex-valued ZNN models activated by novel nonlinear functions for dynamic complex linear equations. - Jianhua Dai; Yiwei Li 006; Lin Xiao 002; Lei Jia; Qing Liao 001; Jichun Li 002 (Inf. Sci., 2021)

High-order error function designs to compute time-varying linear matrix equations. - Lin Xiao 002; Haiyan Tan; Jianhua Dai; Lei Jia; Wensheng Tang (Inf. Sci., 2021)

An accelerated ZNN-based algorithm with piecewise time-varying parameters to solve time-variant linear equations. - Lin Xiao 002; Yongjun He 001; Bolin Liao; Jianhua Dai (J. Comput. Appl. Math., 2021)

A Novel Fuzzy-Power Zeroing Neural Network Model for Time-Variant Matrix Moore-Penrose Inversion With Guaranteed Performance. - Lei Jia; Lin Xiao 002; Jianhua Dai; Yingkun Cao (IEEE Trans. Fuzzy Syst., 2021)

Design and Application of an Adaptive Fuzzy Control Strategy to Zeroing Neural Network for Solving Time-Variant QP Problem. - Lei Jia; Lin Xiao 002; Jianhua Dai; Zhaohui Qi; Zhijun Zhang 003; Yongsheng Zhang (IEEE Trans. Fuzzy Syst., 2021)

Perturbed Manipulability Optimization in a Distributed Network of Redundant Robots. - Long Jin 001; Jiazheng Zhang; Xin Luo 001; Mei Liu; Shuai Li 002; Lin Xiao 002; Zihao Yang (IEEE Trans. Ind. Electron., 2021)

A Unified Predefined-Time Convergent and Robust ZNN Model for Constrained Quadratic Programming. - Zeshan Hu; Lin Xiao 002; Jianhua Dai; Yang Xu 013; Qiuyue Zuo; Chubo Liu (IEEE Trans. Ind. Informatics, 2021)

Finite-Time and Predefined-Time Convergence Design for Zeroing Neural Network: Theorem, Method, and Verification. - Lin Xiao 002; Yingkun Cao; Jianhua Dai; Lei Jia; Haiyan Tan (IEEE Trans. Ind. Informatics, 2021)

A Noise-Suppression ZNN Model With New Variable Parameter for Dynamic Sylvester Equation. - Lin Xiao 002; Yongjun He 001 (IEEE Trans. Ind. Informatics, 2021)

A Parameter-Changing and Complex-Valued Zeroing Neural-Network for Finding Solution of Time-Varying Complex Linear Matrix Equations in Finite Time. - Lin Xiao 002; Juan Tao; Jianhua Dai; Yaonan Wang 001; Lei Jia; Yongjun He 001 (IEEE Trans. Ind. Informatics, 2021)

Comprehensive Analysis of a New Varying Parameter Zeroing Neural Network for Time Varying Matrix Inversion. - Lin Xiao 002; Yongsheng Zhang; Jianhua Dai; Qiuyue Zuo; Shoujin Wang (IEEE Trans. Ind. Informatics, 2021)

Design and Analysis of Two Prescribed-Time and Robust ZNN Models With Application to Time-Variant Stein Matrix Equation. - Jianhua Dai; Lei Jia; Lin Xiao 002 (IEEE Trans. Neural Networks Learn. Syst., 2021)

A Noise-Enduring and Finite-Time Zeroing Neural Network for Equality-Constrained Time-Varying Nonlinear Optimization. - Lin Xiao 002; Jianhua Dai; Long Jin 001; Weibing Li; Shuai Li 002; Jian Hou 002 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

New Noise-Tolerant ZNN Models With Predefined-Time Convergence for Time-Variant Sylvester Equation Solving. - Lin Xiao 002; Yongsheng Zhang; Jianhua Dai; Jichun Li 002; Weibing Li (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Improved finite-time solutions to time-varying Sylvester tensor equation via zeroing neural networks. - Lin Xiao 002; Xiaopeng Li; Lei Jia; Sai Liu (Appl. Math. Comput., 2022)

A variable-parameter ZNN with predefined-time convergence for dynamic complex-valued Lyapunov equation and its application to AOA positioning. - Yongjun He 001; Lin Xiao 002; Fuchun Sun 001; Yaonan Wang 001 (Appl. Soft Comput., 2022)

A parameter-changing zeroing neural network for solving linear equations with superior fixed-time convergence. - Lin Xiao 002; Yongjun He 001; Bolin Liao (Expert Syst. Appl., 2022)

Two discrete ZNN models for solving time-varying augmented complex Sylvester equation. - Lin Xiao 002; Wenqian Huang; Lei Jia; Xiaopeng Li (Neurocomputing, 2022)

A novel ZNN model for fast synchronisation of chaos systems with external disturbances. - Lin Xiao 002; Ping Liu; Yongjun He 001; Lei Jia; Juan Tao (Neurocomputing, 2022)

ZNN for time-variant nonlinear inequality systems: A finite-time solution. - Lin Xiao 002; Wentong Song; Lei Jia; Xiaopeng Li (Neurocomputing, 2022)

Super finite-Time variable parameter ZNN models for time-Variant linear matrix inequality. - Lin Xiao 002; Wentong Song (J. Frankl. Inst., 2022)

A fuzzy adaptive zeroing neural network with superior finite-time convergence for solving time-variant linear matrix equations. - Jianhua Dai; Ping Tan; Xing Yang; Lin Xiao 002; Lei Jia; Yongjun He 001 (Knowl. Based Syst., 2022)

Design and Analysis of a Novel Integral Design Scheme for Finding Finite-Time Solution of Time-Varying Matrix Inequalities. - Yuejie Zeng; Kenli Li 001; Lin Xiao 002; Qing Liao 001 (IEEE Trans. Emerg. Top. Comput., 2022)

Application of Two Fuzzy Logic Systems to Complex-Type ZNN Models for the Drazin Inverse of Time-Dependent Complex-Value Matrix. - Lei Jia; Lin Xiao 002; Jianhua Dai (IEEE Trans. Fuzzy Syst., 2022)

Zeroing Neural Network With Fuzzy Parameter for Computing Pseudoinverse of Arbitrary Matrix. - Vasilios N. Katsikis; Predrag S. Stanimirovic; Spyridon D. Mourtas; Lin Xiao 002; Darjan Karabasevic; Dragisa Stanujkic (IEEE Trans. Fuzzy Syst., 2022)

Design and Analysis of a Noise-Resistant ZNN Model for Settling Time-Variant Linear Matrix Inequality in Predefined-Time. - Lin Xiao 002; Wentong Song; Xiaopeng Li; Lei Jia; Jiayue Sun; Yaonan Wang 001 (IEEE Trans. Ind. Informatics, 2022)

Design and Analysis of a Hybrid GNN-ZNN Model With a Fuzzy Adaptive Factor for Matrix Inversion. - Jianhua Dai; Yuanmeng Chen; Lin Xiao 002; Lei Jia; Yongjun He 001 (IEEE Trans. Ind. Informatics, 2022)

Zeroing Neural Network for Time-Varying Linear Equations With Application to Dynamic Positioning. - Jianhua Dai; Yiwei Li 006; Lin Xiao 002; Lei Jia (IEEE Trans. Ind. Informatics, 2022)

ZNN With Fuzzy Adaptive Activation Functions and Its Application to Time-Varying Linear Matrix Equation. - Jianhua Dai; Xing Yang; Lin Xiao 002; Lei Jia; Yiwei Li 006 (IEEE Trans. Ind. Informatics, 2022)

Finite-Time Solution of Time-Varying Tensor Inversion by a Novel Dynamic-Parameter Zeroing Neural-Network. - Lin Xiao 002; Xiaopeng Li; Wenqian Huang; Lei Jia (IEEE Trans. Ind. Informatics, 2022)

Zeroing Neural Networks for Dynamic Quaternion-Valued Matrix Inversion. - Lin Xiao 002; Sai Liu; Xin Wang 028; Yongjun He 001; Lei Jia; Yang Xu 013 (IEEE Trans. Ind. Informatics, 2022)

An Arctan-Type Varying-Parameter ZNN for Solving Time-Varying Complex Sylvester Equations in Finite Time. - Lin Xiao 002; Juan Tao; Weibing Li (IEEE Trans. Ind. Informatics, 2022)

A Variable-Parameter Noise-Tolerant Zeroing Neural Network for Time-Variant Matrix Inversion With Guaranteed Robustness. - Lin Xiao 002; Yongjun He 001; Jianhua Dai; Xinwang Liu 002; Bolin Liao; Haiyan Tan (IEEE Trans. Neural Networks Learn. Syst., 2022)

Performance Analysis and Applications of Finite-Time ZNN Models With Constant/Fuzzy Parameters for TVQPEI. - Lin Xiao 002; Lei Jia; Yaonan Wang 001; Jianhua Dai; Qing Liao 001; Quanxin Zhu (IEEE Trans. Neural Networks Learn. Syst., 2022)

Robust Finite-Time Zeroing Neural Networks With Fixed and Varying Parameters for Solving Dynamic Generalized Lyapunov Equation. - Qiuyue Zuo; Kenli Li 001; Lin Xiao 002; Keqin Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Adams-Bashforth-Type Discrete-Time Zeroing Neural Networks Solving Time-Varying Complex Sylvester Equation With Enhanced Robustness. - Zeshan Hu; Kenli Li 001; Lin Xiao 002; Yaonan Wang 001; Mingxing Duan; Keqin Li 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

On Generalized Zeroing Neural Network Under Discrete and Distributed Time Delays and Its Application to Dynamic Lyapunov Equation. - Qiuyue Zuo; Kenli Li 001; Lin Xiao 002; Yaonan Wang 001; Keqin Li 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

An intelligent fuzzy robustness ZNN model with fixed-time convergence for time-variant Stein matrix equation. - Jianhua Dai; Liu Luo; Lin Xiao 002; Lei Jia; Xiaopeng Li (Int. J. Intell. Syst., 2022)

Anti-interference Zeroing Neural Network Model for Time-Varying Tensor Square Root Finding. - Jiajie Luo; Lin Xiao 002; Ping Tan; Jiguang Li; Wei Yao; Jichun Li 002 (ICONIP (7), 2023)

A predefined-time and anti-noise varying-parameter ZNN model for solving time-varying complex Stein equations. - Lin Xiao 002; Linju Li; Juan Tao; Weibing Li (Neurocomputing, 2023)

A Segmented Variable-Parameter ZNN for Dynamic Quadratic Minimization With Improved Convergence and Robustness. - Lin Xiao 002; Yongjun He 001; Yaonan Wang 001; Jianhua Dai; Ran Wang 001; Wensheng Tang (IEEE Trans. Neural Networks Learn. Syst., 2023)

Design and Analysis of Two Nonlinear ZNN Models for Matrix LR and QR Factorization With Application to 3-D Moving Target Location. - Lin Xiao 002; Yongjun He 001; Yiwei Li 006; Jianhua Dai (IEEE Trans. Ind. Informatics, 2023)

Finite-time zeroing neural networks with novel activation function and variable parameter for solving time-varying Lyapunov tensor equation. - Zhaohui Qi; Yingqiang Ning; Lin Xiao 002; Jiajie Luo; Xiaopeng Li (Appl. Math. Comput., 2023)

A new class of robust and predefined-time consensus protocol based on noise-tolerant ZNN models. - Jiajie Luo; Lin Xiao 002; Penglin Cao; Xiaopeng Li (Appl. Soft Comput., 2023)

Prescribed-time robust ZNN models for solving equality and inequality systems. - Lin Xiao 002; Penglin Cao; Lei Jia; Yongjun He 001; Wentong Song (J. Frankl. Inst., 2023)

Fixed-time convergence integral-enhanced ZNN for calculating complex-valued flow matrix Drazin inverse. - Lin Xiao 002; Yuanfang Zhang; Wentong Song; Wenqian Huang (J. Frankl. Inst., 2023)

Design and Analysis of a Self-Adaptive Zeroing Neural Network for Solving Time-Varying Quadratic Programming. - Jianhua Dai; Xing Yang; Lin Xiao 002; Lei Jia; Xinwang Liu 002; Yaonan Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Design, analysis, and application of fixed-time convergence fuzzy ZNN model realized by dynamic fuzzy logic system for time-varying Sylvester equation. - Jianhua Dai; Ping Tan; Lin Xiao 002; Lei Jia; Liu Luo (Neurocomputing, 2023)

A ZNN-based sliding mode control strategy for solving synchronization problems of chaotic systems with application in memristor oscillator. - Lin Xiao 002; Yuanfang Zhang; Lei Jia; Yongjun He 001 (J. Frankl. Inst., 2023)

A Fuzzy Adaptive Zeroing Neural Network Model With Event-Triggered Control for Time-Varying Matrix Inversion. - Jianhua Dai; Ping Tan; Lin Xiao 002; Lei Jia; Yongjun He 001; Jiajie Luo (IEEE Trans. Fuzzy Syst., 2023)

Zeroing Neural Network Based on Neutrosophic Logic for Calculating Minimal-Norm Least-Squares Solutions to Time-Varying Linear Systems. - Vasilios N. Katsikis; Predrag S. Stanimirovic; Spyridon D. Mourtas; Lin Xiao 002; Dragisa Stanujkic; Darjan Karabasevic (Neural Process. Lett., 2023)

Intensive Noise-Tolerant Zeroing Neural Network Based on a Novel Fuzzy Control Approach. - Lei Jia; Lin Xiao 002; Jianhua Dai; Yaonan Wang 001 (IEEE Trans. Fuzzy Syst., 2023)

ZNNs With a Varying-Parameter Design Formula for Dynamic Sylvester Quaternion Matrix Equation. - Lin Xiao 002; Wenqian Huang; Xiaopeng Li; Fuchun Sun 001; Qing Liao 001; Lei Jia; Jichun Li 002; Sai Liu (IEEE Trans. Neural Networks Learn. Syst., 2023)

A Novel Predefined-Time Neural Dynamics Model with Time-Base Generator for Nonlinear Equation Flows. - Linju Li; Lin Xiao 002; Yingqiang Ning (INDIN, 2024)

Multimodal Graph Neural Network for Recommendation with Dynamic De-redundancy and Modality-Guided Feature De-noisy. - Feng Mo; Lin Xiao 002; Qiya Song; Xieping Gao; Eryao Liang (CoRR, 2024)

Design and analysis of finite-time convergent complex-valued zeroing neural networks with application to time-variant complex matrix inversion. - Lin Xiao 002; Yunrui Xie; Qiuyue Zuo; Ping Tan; Ping Liu; Yongjun He 001 (Inf. Sci., 2024)

A novel fixed-time error-monitoring neural network for solving dynamic quaternion-valued Sylvester equations. - Lin Xiao 002; Penglin Cao; Zidong Wang 001; Sai Liu (Neural Networks, 2024)

A Fixed-Time Robust Controller Based on Zeroing Neural Dynamics for Projective Synchronization of Offshore Wind Turbine Systems. - Linju Li; Lin Xiao 002; Yongjun He 001; Qiuyue Zuo (IEEE Trans. Ind. Informatics, 2024)

Data-Driven Robust Iterative Learning Predictive Control for MIMO Nonaffine Nonlinear Systems With Actuator Constraints. - Chong Zhang; Yunfeng Hu; Lin Xiao 002; Xun Gong 007; Hong Chen 003 (IEEE Trans. Ind. Informatics, 2024)

A New Predefined Time Zeroing Neural Network With Drop Conservatism for Matrix Flows Inversion and Its Application. - Lin Xiao 002; Linju Li; Wenqian Huang; Xiaopeng Li; Lei Jia (IEEE Trans. Cybern., 2024)

Design and Analysis of a Novel Distributed Gradient Neural Network for Solving Consensus Problems in a Predefined Time. - Lin Xiao 002; Lei Jia; Jianhua Dai; Yingkun Cao; Yiwei Li 006; Quanxin Zhu; Jichun Li 002; Min Liu 008 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Predefined-Time Noise Immunity ZNN Model for Dynamic Quaternion Least Squares Problem and Application to Synchronization of Hyperchaotic Systems. - Lin Xiao 002; Penglin Cao; Yongjun He 001; Liu Luo; Linju Li (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

A Dynamic Parameter Noise-Tolerant Zeroing Neural Network for Time-Varying Quaternion Matrix Equation With Applications. - Lin Xiao 002; Yuanfang Zhang; Wenqian Huang; Lei Jia; Xieping Gao (IEEE Trans. Neural Networks Learn. Syst., 2024)

Comprehensive Study on Zeroing Neural Network With High-Order Evolutionary Formula, Nonlinear Functions, and Variable Parameter for Time-Changing Matrix Cholesky Decomposition. - Lin Xiao 002; Sida Xiao; Yongjun He 001; Jianhua Dai; Yaonan Wang 001; Yiwei Li 006 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

A Variable-Gain Fixed-Time Convergent and Robust ZNN Model for Image Fusion: Design, Analysis, and Verification. - Lin Xiao 002; Xiangru Yan; Yongjun He 001; Penglin Cao (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Predefined-Time Zeroing Neural Networks With Independent Prior Parameter for Solving Time-Varying Plural Lyapunov Tensor Equation. - Zhaohui Qi; Yingqiang Ning; Lin Xiao 002; Yongjun He 001; Jiajie Luo; Biao Luo 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Novel Zeroing Neurodynamic Method Based on Discrete Fuzzy Control System: Design, Analysis, and Verification. - Lei Jia; Lin Xiao 002; Yaonan Wang 001; Jianhua Dai; Biao Luo 001 (IEEE Trans. Fuzzy Syst., 2024)

A Fixed-Time Noise-Tolerance ZNN Model for Time-Variant Inequality-Constrained Quaternion Matrix Least-Squares Problem. - Lin Xiao 002; Penglin Cao; Wentong Song; Liu Luo; Wensheng Tang (IEEE Trans. Neural Networks Learn. Syst., 2024)

RL-Based Adaptive Optimal Bipartite Consensus Control for Nonlinear Heterogeneous MASs via Event-Triggered State Feedback. - Yuhao Zhou; Biao Luo 001; Xin Wang 028; Xiaodong Xu 002; Lin Xiao 002 (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

A Dynamic-Varying Parameter Enhanced ZNN Model for Solving Time-Varying Complex-Valued Tensor Inversion With Its Application to Image Encryption. - Lin Xiao 002; Xiaopeng Li; Penglin Cao; Yongjun He 001; Wensheng Tang; Jichun Li 002; Yaonan Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Double Integral Noise-Tolerant Fuzzy ZNN Model for TVSME Applied to the Synchronization of Chua's Circuit Chaotic System. - Lin Xiao 002; Dan Wang; Liu Luo; Jianhua Dai; Xiangru Yan; Jichun Li 002 (IEEE Trans. Fuzzy Syst., 2024)

Modified Noise-Immune Fuzzy Neural Network for Solving the Quadratic Programming With Equality Constraint Problem. - Jianhua Dai; Liu Luo; Lin Xiao 002; Lei Jia; Penglin Cao; Jichun Li 002; Natalio Krasnogor; Yaonan Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Fixed-Time Robust ZNN Model With Adaptive Parameters for Redundancy Resolution of Manipulators. - Mengrui Cao; Lin Xiao 002; Qiuyue Zuo; Ping Tan; Yongjun He 001; Xieping Gao (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

A Fuzzy Neural Network Approach to Adaptive Robust Nonsingular Sliding Mode Control for Predefined-Time Tracking of a Quadrotor. - Yongjun He 001; Lin Xiao 002; Zidong Wang 001; Qiuyue Zuo; Linju Li (IEEE Trans. Fuzzy Syst., 2024)

A Dynamic Gain Fixed-Time Robust ZNN Model for Time-Variant Equality Constrained Quaternion Least Squares Problem With Applications to Multiagent Systems. - Penglin Cao; Lin Xiao 002; Yongjun He 001; Jichun Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Adaptive zeroing neural dynamics-based cascaded control scheme for trajectory tracking of wheeled unmanned ground vehicles. - Lin Xiao 002; Wenyuan Huang; Qiuyue Zuo; Linju Li (Neurocomputing, 2025)

Two novel cold-start multistage neural solvers for constrained nonlinear equations with extended time horizons. - Qiuyue Zuo; Haibing Fan; Lin Xiao 002; Zhizhong Liu (Neural Networks, 2025)

MCFNet: Multiscale Cross-Domain Fusion Network for HSI and LiDAR Data Joint Classification. - Qiya Song; Feng Mo; Kexing Ding; Lin Xiao 002; Renwei Dian; Xudong Kang; Shutao Li (IEEE Trans. Geosci. Remote. Sens., 2025)

DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations. - Qiya Song; Jiajun Hu; Lin Xiao 002; Bin Sun 001; Xieping Gao; Shutao Li (CoRR, 2025)

A ZNN-Based Solver With Adaptive Input Range Fuzzy Logic System for Time-Varying Algebraic Riccati Equation. - Lin Xiao 002; Dan Wang; Qiuyue Zuo; Xiangru Yan; Hang Cai (IEEE Trans. Fuzzy Syst., 2025)

Efficient Predefined-Time Adaptive Neural Networks for Computing Time-Varying Tensor Moore-Penrose Inverse. - Zhaohui Qi; Yingqiang Ning; Lin Xiao 002; Zidong Wang 001; Yongjun He 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

A Predefined-Time Adaptive Zeroing Neural Network for Solving Time-Varying Linear Equations and Its Application to UR5 Robot. - Wensheng Tang; Hang Cai; Lin Xiao 002; Yongjun He 001; Linju Li; Qiuyue Zuo; Jichun Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)

New fuzzy zeroing neural network with noise suppression capability for time-varying linear equation solving. - Dongsheng Guo 001; Chan Zhang; Naimeng Cang; Xiyuan Zhang; Lin Xiao 002; Zhongbo Sun (Artif. Intell. Rev., 2025)

A survey on zeroing neural dynamics: models, theories, and applications. - Linju Li; Lin Xiao 002; Zidong Wang 001; Qiuyue Zuo (Int. J. Syst. Sci., 2025)

A Predefined-Time Robust Sliding Mode Control Based on Zeroing Neural Dynamics for Position and Attitude Tracking of Quadrotor. - Yongjun He 001; Lin Xiao 002; Qiuyue Zuo; Hang Cai; Yaonan Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

A Novel Neural Dynamics Controller for Weakening the Chaos of Permanent Magnet Synchronous Generator and Its Extended Application. - Linju Li; Lin Xiao 002; Qiuyue Zuo; Ping Tan; Yaonan Wang 001 (IEEE Trans. Cybern., 2025)

Two ZNN-Based Unified SMC Schemes for Finite/Fixed/Preassigned-Time Synchronization of Chaotic Systems. - Yongjun He 001; Lin Xiao 002; Linju Li; Qiuyue Zuo; Yaonan Wang 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Noise-tolerant fixed-time leader-follower consensus controller design for multi-agent systems via fuzzy-neural-network. - Jianhua Dai; Ping Tan; Lin Xiao 002; Zidong Wang 001; Yongjun He 001; Qiuyue Zuo (Neural Comput. Appl., 2025)

A Nonlinear Noise-Resistant Zeroing Neural Network Model for Solving Time-Varying Quaternion Generalized Lyapunov Equation and Applications to Color Image Processing. - Lin Xiao 002; Xiangru Yan; Yongjun He 001; Biao Luo 001; Qiya Song (IEEE Trans. Neural Networks Learn. Syst., 2025)

Uncalibrated Model-Free Visual Servo Control for Robotic Endoscopic with RCM Constraint Using Neural Networks. - Mengrui Cao; Lin Xiao 002; Qiuyue Zuo; Xiangru Yan; Linju Li; Xieping Gao (IEEE Trans. Cybern., 2025)

Fuzzy-Control-Aided ZNN for Minimum Energy Consumption Scheme of Redundant Manipulator. - Min Yang 010; Xiaohan Bai; Ning Tan 003; Bolin Liao; Lin Xiao 002 (IEEE Trans. Syst. Man Cybern. Syst., 2025)