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2025

New fuzzy zeroing neural network with noise suppression capability for time-varying linear equation solvingDongsheng Guo 0001, Chan Zhang, Naimeng Cang, Xiyuan Zhang, Lin Xiao 0002, Zhongbo Sun. air, 58(4):126, April 2025. [doi]

Two ZNN-Based Unified SMC Schemes for Finite/Fixed/Preassigned-Time Synchronization of Chaotic SystemsYongjun He 0001, Lin Xiao 0002, Linju Li, Qiuyue Zuo, Yaonan Wang 0001. tetci, 9(3):2108-2121, June 2025. [doi]

A Predefined-Time Robust Sliding Mode Control Based on Zeroing Neural Dynamics for Position and Attitude Tracking of QuadrotorYongjun He 0001, Lin Xiao 0002, Qiuyue Zuo, Hang Cai, Yaonan Wang 0001. tsmc, 55(4):2438-2450, April 2025. [doi]

A ZNN-Based Solver With Adaptive Input Range Fuzzy Logic System for Time-Varying Algebraic Riccati EquationLin Xiao 0002, Dan Wang, Qiuyue Zuo, Xiangru Yan, Hang Cai. tfs, 33(2):757-766, February 2025. [doi]

Robust Variant-Parameter Double Integral Multi- Layer Neural Dynamics for Tracking Tasks of Quadrotors in Unbounded Noisy EnvironmentsLin Xiao 0002, Hao Liu, Qiuyue Zuo, Linju Li. tits, 26(9):13658-13671, September 2025. [doi]

A Nonlinear Noise-Resistant Zeroing Neural Network Model for Solving Time-Varying Quaternion Generalized Lyapunov Equation and Applications to Color Image ProcessingLin Xiao 0002, Xiangru Yan, Yongjun He 0001, Biao Luo 0001, Qiya Song. tnn, 36(8):14371-14383, August 2025. [doi]

Fuzzy-Control-Aided ZNN for Minimum Energy Consumption Scheme of Redundant ManipulatorMin Yang 0010, Xiaohan Bai, Ning Tan 0003, Bolin Liao, Lin Xiao 0002. tsmc, 55(9):6338-6348, September 2025. [doi]

Uncalibrated Model-Free Visual Servo Control for Robotic Endoscopic with RCM Constraint Using Neural NetworksMengrui Cao, Lin Xiao 0002, Qiuyue Zuo, Xiangru Yan, Linju Li, Xieping Gao. tcyb, 55(9):4541-4553, September 2025. [doi]

Data-Based Model-Free Predictive Control System Under the Design Philosophy of MPC and Zeroing Neurodynamics for Robotic Arm Pose TrackingMengrui Cao, Lin Xiao 0002, Qiuyue Zuo, Linju Li, Xieping Gao. tnn, 36(9):17477-17490, September 2025. [doi]

Noise-tolerant fixed-time leader-follower consensus controller design for multi-agent systems via fuzzy-neural-networkJianhua Dai, Ping Tan, Lin Xiao 0002, Zidong Wang 0001, Yongjun He 0001, Qiuyue Zuo. nca, 37(19):13725-13747, July 2025. [doi]

A Novel Neural Dynamics Controller for Weakening the Chaos of Permanent Magnet Synchronous Generator and Its Extended ApplicationLinju Li, Lin Xiao 0002, Qiuyue Zuo, Ping Tan, Yaonan Wang 0001. tcyb, 55(5):2075-2084, May 2025. [doi]

A Novel ZNN-Based Chaos Synchronization Controller and Its Application in Secure Voice CommunicationsJiajie Luo, Jiguang Li, Lin Xiao 0002, Jichun Li 0002. tsmc, 55(11):7890-7899, November 2025. [doi]

FGCM: Modality-Behavior Fusion Model Integrated with Graph Contrastive Learning for Multimodal RecommendationFeng Mo, Lin Xiao 0002, Qiya Song, Xieping Gao, Wenzhuo Song, Shoujin Wang. ieeemm, 32(3):27-37, July - September 2025. [doi]

Efficient Predefined-Time Adaptive Neural Networks for Computing Time-Varying Tensor Moore-Penrose InverseZhaohui Qi, Yingqiang Ning, Lin Xiao 0002, Zidong Wang 0001, Yongjun He. tnn, 36(2):3659-3670, February 2025. [doi]

MCFNet: Multiscale Cross-Domain Fusion Network for HSI and LiDAR Data Joint ClassificationQiya Song, Feng Mo, Kexing Ding, Lin Xiao 0002, Renwei Dian, Xudong Kang, Shutao Li. tgrs, 63:1-12, 2025. [doi]

DiffCL: A Diffusion-Based Contrastive Learning Framework With Semantic Alignment for Multimodal RecommendationsQiya Song, Jiajun Hu, Lin Xiao 0002, Bin Sun 0001, Xieping Gao, Shutao Li. tnn, 36(10):18587-18597, October 2025. [doi]

A Predefined-Time Adaptive Zeroing Neural Network for Solving Time-Varying Linear Equations and Its Application to UR5 RobotWensheng Tang, Hang Cai, Lin Xiao 0002, Yongjun He, Linju Li, Qiuyue Zuo, Jichun Li 0002. tnn, 36(3):4703-4712, March 2025. [doi]

Two novel cold-start multistage neural solvers for constrained nonlinear equations with extended time horizonsQiuyue Zuo, Haibing Fan, Lin Xiao 0002, Zhizhong Liu. NN, 192:107917, 2025. [doi]

2024

A Fixed-Time Noise-Tolerance ZNN Model for Time-Variant Inequality-Constrained Quaternion Matrix Least-Squares ProblemLin Xiao 0002, Penglin Cao, Wentong Song, Liu Luo, Wensheng Tang. tnn, 35(8):10503-10512, August 2024. [doi]

Predefined-Time Noise Immunity ZNN Model for Dynamic Quaternion Least Squares Problem and Application to Synchronization of Hyperchaotic SystemsLin Xiao 0002, Penglin Cao, Yongjun He, Liu Luo, Linju Li. tetci, 8(2):1416-1426, April 2024. [doi]

A Variable-Gain Fixed-Time Convergent and Robust ZNN Model for Image Fusion: Design, Analysis, and VerificationLin Xiao 0002, Xiangru Yan, Yongjun He, Penglin Cao. tsmc, 54(6):3415-3426, June 2024. [doi]

A New Predefined Time Zeroing Neural Network With Drop Conservatism for Matrix Flows Inversion and Its ApplicationLin Xiao 0002, Linju Li, Wenqian Huang, Xiaopeng Li, Lei Jia. tcyb, 54(2):752-761, February 2024. [doi]

A Dynamic Parameter Noise-Tolerant Zeroing Neural Network for Time-Varying Quaternion Matrix Equation With ApplicationsLin Xiao 0002, Yuanfang Zhang, Wenqian Huang, Lei Jia, Xieping Gao. tnn, 35(6):8205-8214, June 2024. [doi]

Design and Analysis of a Novel Distributed Gradient Neural Network for Solving Consensus Problems in a Predefined TimeLin Xiao 0002, Lei Jia, Jianhua Dai, Yingkun Cao, Yiwei Li, Quanxin Zhu, Jichun Li 0002, Min Liu 0008. tnn, 35(3):3478-3487, March 2024. [doi]

A Double Integral Noise-Tolerant Fuzzy ZNN Model for TVSME Applied to the Synchronization of Chua's Circuit Chaotic SystemLin Xiao 0002, Dan Wang, Liu Luo, Jianhua Dai, Xiangru Yan, Jichun Li 0002. tfs, 32(11):6214-6223, November 2024. [doi]

A novel fixed-time error-monitoring neural network for solving dynamic quaternion-valued Sylvester equationsLin Xiao 0002, Penglin Cao, Zidong Wang, Sai Liu. NN, 170:494-505, 2024. [doi]

A Dynamic-Varying Parameter Enhanced ZNN Model for Solving Time-Varying Complex-Valued Tensor Inversion With Its Application to Image EncryptionLin Xiao 0002, Xiaopeng Li, Penglin Cao, Yongjun He, Wensheng Tang, Jichun Li 0002, Yaonan Wang 0001. tnn, 35(10):13681-13690, October 2024. [doi]

Comprehensive Study on Zeroing Neural Network With High-Order Evolutionary Formula, Nonlinear Functions, and Variable Parameter for Time-Changing Matrix Cholesky DecompositionLin Xiao 0002, Sida Xiao, Yongjun He, Jianhua Dai, Yaonan Wang 0001, Yiwei Li. tsmc, 54(6):3642-3651, June 2024. [doi]

A Dynamic Gain Fixed-Time Robust ZNN Model for Time-Variant Equality Constrained Quaternion Least Squares Problem With Applications to Multiagent SystemsPenglin Cao, Lin Xiao 0002, Yongjun He, Jichun Li 0002. tnn, 35(12):18394-18403, December 2024. [doi]

A Fixed-Time Robust ZNN Model With Adaptive Parameters for Redundancy Resolution of ManipulatorsMengrui Cao, Lin Xiao 0002, Qiuyue Zuo, Ping Tan, Yongjun He, Xieping Gao. tetci, 8(6):3886-3898, December 2024. [doi]

Modified Noise-Immune Fuzzy Neural Network for Solving the Quadratic Programming With Equality Constraint ProblemJianhua Dai, Liu Luo, Lin Xiao 0002, Lei Jia, Penglin Cao, Jichun Li 0002, Natalio Krasnogor, Yaonan Wang 0001. tnn, 35(11):15825-15833, November 2024. [doi]

A Fuzzy Neural Network Approach to Adaptive Robust Nonsingular Sliding Mode Control for Predefined-Time Tracking of a QuadrotorYongjun He, Lin Xiao 0002, Zidong Wang, Qiuyue Zuo, Linju Li. tfs, 32(12):6775-6788, December 2024. [doi]

A Novel Zeroing Neurodynamic Method Based on Discrete Fuzzy Control System: Design, Analysis, and VerificationLei Jia, Lin Xiao 0002, Yaonan Wang 0001, Jianhua Dai, Biao Luo. tfs, 32(8):4620-4632, August 2024. [doi]

A Fixed-Time Robust Controller Based on Zeroing Neural Dynamics for Projective Synchronization of Offshore Wind Turbine SystemsLinju Li, Lin Xiao 0002, Yongjun He 0001, Qiuyue Zuo. tii, 20(7):9782-9792, 2024. [doi]

A Novel Predefined-Time Neural Dynamics Model with Time-Base Generator for Nonlinear Equation FlowsLinju Li, Lin Xiao 0002, Yingqiang Ning. indin 2024: 1-6 [doi]

Predefined-Time Zeroing Neural Networks With Independent Prior Parameter for Solving Time-Varying Plural Lyapunov Tensor EquationZhaohui Qi, Yingqiang Ning, Lin Xiao 0002, Yongjun He, Jiajie Luo, Biao Luo. tnn, 35(7):9408-9416, July 2024. [doi]

Data-Driven Robust Iterative Learning Predictive Control for MIMO Nonaffine Nonlinear Systems With Actuator ConstraintsChong Zhang, Yunfeng Hu, Lin Xiao 0002, Xun Gong 0007, Hong Chen 0003. tii, 20(7):9850-9860, 2024. [doi]

RL-Based Adaptive Optimal Bipartite Consensus Control for Nonlinear Heterogeneous MASs via Event-Triggered State FeedbackYuhao Zhou, Biao Luo, Xin Wang 0028, Xiaodong Xu 0002, Lin Xiao 0002. tcasI, 71(9):4261-4273, September 2024. [doi]

2023

A predefined-time and anti-noise varying-parameter ZNN model for solving time-varying complex Stein equationsLin Xiao 0002, Linju Li, Juan Tao, Weibing Li. ijon, 526:158-168, March 2023. [doi]

A ZNN-based sliding mode control strategy for solving synchronization problems of chaotic systems with application in memristor oscillatorLin Xiao 0002, Yuanfang Zhang, Lei Jia, Yongjun He. jfi, 360(16):12101-12124, November 2023. [doi]

Prescribed-time robust ZNN models for solving equality and inequality systemsLin Xiao 0002, Penglin Cao, Lei Jia, Yongjun He, Wentong Song. jfi, 360(13):9307-9328, September 2023. [doi]

Fixed-time convergence integral-enhanced ZNN for calculating complex-valued flow matrix Drazin inverseLin Xiao 0002, Yuanfang Zhang, Wentong Song, Wenqian Huang. jfi, 360(13):9707-9727, September 2023. [doi]

ZNNs With a Varying-Parameter Design Formula for Dynamic Sylvester Quaternion Matrix EquationLin Xiao 0002, Wenqian Huang, Xiaopeng Li, Fuchun Sun 0001, Qing Liao 0001, Lei Jia, Jichun Li 0002, Sai Liu. tnn, 34(12):9981-9991, December 2023. [doi]

A Segmented Variable-Parameter ZNN for Dynamic Quadratic Minimization With Improved Convergence and RobustnessLin Xiao 0002, Yongjun He, Yaonan Wang, Jianhua Dai, Ran Wang 0001, Wensheng Tang. tnn, 34(5):2413-2424, May 2023. [doi]

Design and Analysis of Two Nonlinear ZNN Models for Matrix LR and QR Factorization With Application to 3-D Moving Target LocationLin Xiao 0002, Yongjun He, Yiwei Li, Jianhua Dai. tii, 19(6):7424-7434, June 2023. [doi]

A Fuzzy Adaptive Zeroing Neural Network Model With Event-Triggered Control for Time-Varying Matrix InversionJianhua Dai, Ping Tan, Lin Xiao 0002, Lei Jia, Yongjun He, Jiajie Luo. tfs, 31(11):3974-3983, November 2023. [doi]

Design, analysis, and application of fixed-time convergence fuzzy ZNN model realized by dynamic fuzzy logic system for time-varying Sylvester equationJianhua Dai, Ping Tan, Lin Xiao 0002, Lei Jia, Liu Luo. ijon, 557:126696, November 2023. [doi]

Design and Analysis of a Self-Adaptive Zeroing Neural Network for Solving Time-Varying Quadratic ProgrammingJianhua Dai, Xing Yang, Lin Xiao 0002, Lei Jia, Xinwang Liu, Yaonan Wang 0001. tnn, 34(10):7135-7144, October 2023. [doi]

Intensive Noise-Tolerant Zeroing Neural Network Based on a Novel Fuzzy Control ApproachLei Jia, Lin Xiao 0002, Jianhua Dai, Yaonan Wang 0001. tfs, 31(12):4350-4360, December 2023. [doi]

Zeroing Neural Network Based on Neutrosophic Logic for Calculating Minimal-Norm Least-Squares Solutions to Time-Varying Linear SystemsVasilios N. Katsikis, Predrag S. Stanimirovic, Spyridon D. Mourtas, Lin Xiao 0002, Dragisa Stanujkic, Darjan Karabasevic. npl, 55(7):8731-8753, December 2023. [doi]

A new class of robust and predefined-time consensus protocol based on noise-tolerant ZNN modelsJiajie Luo, Lin Xiao 0002, Penglin Cao, Xiaopeng Li. asc, 145:110550, September 2023. [doi]

Anti-interference Zeroing Neural Network Model for Time-Varying Tensor Square Root FindingJiajie Luo, Lin Xiao 0002, Ping Tan, Jiguang Li, Wei Yao, Jichun Li 0002. iconip 2024: 113-124 [doi]

Finite-time zeroing neural networks with novel activation function and variable parameter for solving time-varying Lyapunov tensor equationZhaohui Qi, Yingqiang Ning, Lin Xiao 0002, Jiajie Luo, Xiaopeng Li. amc, 452:128072, September 2023. [doi]

2022

Super finite-Time variable parameter ZNN models for time-Variant linear matrix inequalityLin Xiao 0002, Wentong Song. jfi, 359(4):1640-1654, 2022. [doi]

Zeroing Neural Networks for Dynamic Quaternion-Valued Matrix InversionLin Xiao 0002, Sai Liu, Xin Wang 0028, Yongjun He, Lei Jia, Yang Xu 0013. tii, 18(3):1562-1571, 2022. [doi]

An Arctan-Type Varying-Parameter ZNN for Solving Time-Varying Complex Sylvester Equations in Finite TimeLin Xiao 0002, Juan Tao, Weibing Li. tii, 18(6):3651-3660, 2022. [doi]

A novel ZNN model for fast synchronisation of chaos systems with external disturbancesLin Xiao 0002, Ping Liu, Yongjun He, Lei Jia, Juan Tao. ijon, 491:197-205, 2022. [doi]

ZNN for time-variant nonlinear inequality systems: A finite-time solutionLin Xiao 0002, Wentong Song, Lei Jia, Xiaopeng Li. ijon, 500:319-328, 2022. [doi]

Improved finite-time solutions to time-varying Sylvester tensor equation via zeroing neural networksLin Xiao 0002, Xiaopeng Li, Lei Jia, Sai Liu. amc, 416:126760, 2022. [doi]

Two discrete ZNN models for solving time-varying augmented complex Sylvester equationLin Xiao 0002, Wenqian Huang, Lei Jia, Xiaopeng Li. ijon, 487:280-288, 2022. [doi]

Finite-Time Solution of Time-Varying Tensor Inversion by a Novel Dynamic-Parameter Zeroing Neural-NetworkLin Xiao 0002, Xiaopeng Li, Wenqian Huang, Lei Jia. tii, 18(7):4447-4455, 2022. [doi]

A parameter-changing zeroing neural network for solving linear equations with superior fixed-time convergenceLin Xiao 0002, Yongjun He, Bolin Liao. eswa, 208:118086, 2022. [doi]

Design and Analysis of a Noise-Resistant ZNN Model for Settling Time-Variant Linear Matrix Inequality in Predefined-TimeLin Xiao 0002, Wentong Song, Xiaopeng Li, Lei Jia, Jiayue Sun, Yaonan Wang. tii, 18(10):6840-6847, 2022. [doi]

Performance Analysis and Applications of Finite-Time ZNN Models With Constant/Fuzzy Parameters for TVQPEILin Xiao 0002, Lei Jia, Yaonan Wang, Jianhua Dai, Qing Liao 0001, Quanxin Zhu. tnn, 33(11):6665-6676, 2022. [doi]

A Variable-Parameter Noise-Tolerant Zeroing Neural Network for Time-Variant Matrix Inversion With Guaranteed RobustnessLin Xiao 0002, Yongjun He, Jianhua Dai, Xinwang Liu, Bolin Liao, Haiyan Tan. tnn, 33(4):1535-1545, 2022. [doi]

An intelligent fuzzy robustness ZNN model with fixed-time convergence for time-variant Stein matrix equationJianhua Dai, Liu Luo, Lin Xiao 0002, Lei Jia, Xiaopeng Li. ijis, 37(12):11670-11691, December 2022. [doi]

ZNN With Fuzzy Adaptive Activation Functions and Its Application to Time-Varying Linear Matrix EquationJianhua Dai, Xing Yang, Lin Xiao 0002, Lei Jia, Yiwei Li. tii, 18(4):2560-2570, 2022. [doi]

A fuzzy adaptive zeroing neural network with superior finite-time convergence for solving time-variant linear matrix equationsJianhua Dai, Ping Tan, Xing Yang, Lin Xiao 0002, Lei Jia, Yongjun He. kbs, 242:108405, 2022. [doi]

A variable-parameter ZNN with predefined-time convergence for dynamic complex-valued Lyapunov equation and its application to AOA positioningYongjun He, Lin Xiao 0002, Fuchun Sun 0001, Yaonan Wang. asc, 130:109703, 2022. [doi]

Adams-Bashforth-Type Discrete-Time Zeroing Neural Networks Solving Time-Varying Complex Sylvester Equation With Enhanced RobustnessZeshan Hu, Kenli Li 0001, Lin Xiao 0002, Yaonan Wang, Mingxing Duan, Keqin Li 0001. tsmc, 52(5):3287-3298, 2022. [doi]

Application of Two Fuzzy Logic Systems to Complex-Type ZNN Models for the Drazin Inverse of Time-Dependent Complex-Value MatrixLei Jia, Lin Xiao 0002, Jianhua Dai. tfs, 30(9):3685-3694, 2022. [doi]

Zeroing Neural Network With Fuzzy Parameter for Computing Pseudoinverse of Arbitrary MatrixVasilios N. Katsikis, Predrag S. Stanimirovic, Spyridon D. Mourtas, Lin Xiao 0002, Darjan Karabasevic, Dragisa Stanujkic. tfs, 30(9):3426-3435, 2022. [doi]

Design and Analysis of a Novel Integral Design Scheme for Finding Finite-Time Solution of Time-Varying Matrix InequalitiesYuejie Zeng, Kenli Li 0001, Lin Xiao 0002, Qing Liao 0001. tetc, 10(1):267-279, 2022. [doi]

On Generalized Zeroing Neural Network Under Discrete and Distributed Time Delays and Its Application to Dynamic Lyapunov EquationQiuyue Zuo, Kenli Li 0001, Lin Xiao 0002, Yaonan Wang, Keqin Li 0001. tsmc, 52(8):5114-5126, 2022. [doi]

Robust Finite-Time Zeroing Neural Networks With Fixed and Varying Parameters for Solving Dynamic Generalized Lyapunov EquationQiuyue Zuo, Kenli Li 0001, Lin Xiao 0002, Keqin Li 0001. tnn, 33(12):7695-7705, 2022. [doi]

2021

High-order error function designs to compute time-varying linear matrix equationsLin Xiao 0002, Haiyan Tan, Jianhua Dai, Lei Jia, Wensheng Tang. isci, 576:173-186, 2021. [doi]

New Noise-Tolerant ZNN Models With Predefined-Time Convergence for Time-Variant Sylvester Equation SolvingLin Xiao 0002, Yongsheng Zhang, Jianhua Dai, Jichun Li 0002, Weibing Li. tsmc, 51(6):3629-3640, 2021. [doi]

An accelerated ZNN-based algorithm with piecewise time-varying parameters to solve time-variant linear equationsLin Xiao 0002, Yongjun He, Bolin Liao, Jianhua Dai. jcam, 398:113665, 2021. [doi]

Finite-Time and Predefined-Time Convergence Design for Zeroing Neural Network: Theorem, Method, and VerificationLin Xiao 0002, Yingkun Cao, Jianhua Dai, Lei Jia, Haiyan Tan. tii, 17(7):4724-4732, 2021. [doi]

A Parameter-Changing and Complex-Valued Zeroing Neural-Network for Finding Solution of Time-Varying Complex Linear Matrix Equations in Finite TimeLin Xiao 0002, Juan Tao, Jianhua Dai, Yaonan Wang, Lei Jia, Yongjun He. tii, 17(10):6634-6643, 2021. [doi]

Comprehensive Analysis of a New Varying Parameter Zeroing Neural Network for Time Varying Matrix InversionLin Xiao 0002, Yongsheng Zhang, Jianhua Dai, Qiuyue Zuo, Shoujin Wang. tii, 17(3):1604-1613, 2021. [doi]

A Noise-Enduring and Finite-Time Zeroing Neural Network for Equality-Constrained Time-Varying Nonlinear OptimizationLin Xiao 0002, Jianhua Dai, Long Jin, Weibing Li, Shuai Li 0002, Jian Hou 0002. tsmc, 51(8):4729-4740, 2021. [doi]

Design and analysis of a noise-suppression zeroing neural network approach for robust synchronization of chaotic systemsJianhua Dai, Yingkun Cao, Lin Xiao 0002, Haiyan Tan, Lei Jia. ijon, 426:299-308, 2021. [doi]

Comprehensive study on complex-valued ZNN models activated by novel nonlinear functions for dynamic complex linear equationsJianhua Dai, Yiwei Li, Lin Xiao 0002, Lei Jia, Qing Liao 0001, Jichun Li. isci, 561:101-114, 2021. [doi]

Design and Analysis of Two Prescribed-Time and Robust ZNN Models With Application to Time-Variant Stein Matrix EquationJianhua Dai, Lei Jia, Lin Xiao 0002. tnn, 32(4):1668-1677, 2021. [doi]

Performance analysis of nonlinear activated zeroing neural networks for time-varying matrix pseudoinversion with applicationZeshan Hu, Lin Xiao 0002, Kenli Li 0001, Keqin Li 0001, Jichun Li 0002. asc, 98:106735, 2021. [doi]

A Unified Predefined-Time Convergent and Robust ZNN Model for Constrained Quadratic ProgrammingZeshan Hu, Lin Xiao 0002, Jianhua Dai, Yang Xu 0013, Qiuyue Zuo, Chubo Liu. tii, 17(3):1998-2010, 2021. [doi]

Design and Application of an Adaptive Fuzzy Control Strategy to Zeroing Neural Network for Solving Time-Variant QP ProblemLei Jia, Lin Xiao 0002, Jianhua Dai, Zhaohui Qi, Zhijun Zhang 0003, Yongsheng Zhang. tfs, 29(6):1544-1555, 2021. [doi]

A Novel Fuzzy-Power Zeroing Neural Network Model for Time-Variant Matrix Moore-Penrose Inversion With Guaranteed PerformanceLei Jia, Lin Xiao 0002, Jianhua Dai, Yingkun Cao. tfs, 29(9):2603-2611, 2021. [doi]

Perturbed Manipulability Optimization in a Distributed Network of Redundant RobotsLong Jin, Jiazheng Zhang, Xin Luo 0001, Mei Liu, Shuai Li 0002, Lin Xiao 0002, Zihao Yang. tie, 68(8):7209-7220, 2021. [doi]

Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item RecommendationShoujin Wang, Longbing Cao, Liang Hu 0004, Shlomo Berkovsky, Xiaoshui Huang, Lin Xiao 0002, Wenpeng Lu. expert, 36(4):56-64, 2021. [doi]

2020

Design and Application of A Robust Zeroing Neural Network to Kinematical Resolution of Redundant Manipulators Under Various External DisturbancesLin Xiao 0002, Lei Jia, Jianhua Dai, Zhiguo Tan. ijon, 415:174-183, 2020. [doi]

Design and Comprehensive Analysis of a Noise-Tolerant ZNN Model With Limited-Time Convergence for Time-Dependent Nonlinear MinimizationLin Xiao 0002, Jianhua Dai, Rongbo Lu, Shuai Li 0002, Jichun Li 0002, Shoujin Wang. tnn, 31(12):5339-5348, 2020. [doi]

Co-Design of Finite-Time Convergence and Noise Suppression: A Unified Neural Model for Time Varying Linear Equations With Robotic ApplicationsLin Xiao 0002, Shuai Li 0002, Kenli Li 0001, Long Jin, Bolin Liao. tsmc, 50(12):5233-5243, 2020. [doi]

A Variable Parameter Zeroing Neural Network for Resolving Time-Variant Quadratic Minimization with Preferable PerformanceYongjun He, Qian Yi, Bolin Liao, Lei Ding 0007, Lin Xiao 0002, Pei Liu. icaci 2020: 38-43 [doi]

Zeroing neural network with comprehensive performance and its applications to time-varying Lyapunov equation and perturbed robotic trackingZeshan Hu, Kenli Li 0001, Keqin Li 0001, Jichun Li 0002, Lin Xiao 0002. ijon, 418:79-90, 2020. [doi]

Adaptive Coefficient Designs for Nonlinear Activation Function and Its Application to Zeroing Neural Network for Solving Time-Varying Sylvester EquationZhen Jian, Lin Xiao 0002, Kenli Li, Qiuyue Zuo, Yongsheng Zhang. jfi, 357(14):9909-9929, 2020. [doi]

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