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Lin Xiao 0002
Person information
- affiliation: Hunan University, College of Information Science and Engineering, China
- affiliation: Jishou University, College of Information Science and Engineering, China
- affiliation (PhD 2014): Sun Yat-Sen University, Guangdong, China
Other persons with the same name
- Lin Xiao — disambiguation page
- Lin Xiao 0001
— Nanchang University, Information Engineering School, China (and 1 more)
- Lin Xiao 0003
— Facebook AI Research, Seattle, WA, USA (and 3 more)
Other persons with a similar name
- Xiao Lin — disambiguation page
- Xiaofan Lin (aka: Xiao-Fan Lin) — disambiguation page
- Xiao Lin 0001 — Fortemedia (and 1 more)
- Xiaohui Lin 0001
(aka: XiaoHui Lin 0001, Xiao-Hui Lin 0001) — Shenzhen University, College of Electronics and Information Engineering, China (and 2 more)
- Xiao Lin 0002
— Tsinghua University, Institute of Interdisciplinary Information Sciences, Beijing, China
- Xiaohui Lin 0002
(aka: Xiao-Hui Lin 0002) — Dalian University of Technology, School of Computer Science and Technology, China
- Xiaolin Tian 0001
(aka: Xiao-Lin Tian 0001) — Macao University of Science and Technology, Beijing Normal University, Zhuhai, China
- Xiaolin Wang (aka: Xiao-Lin Wang, Xiao-lin Wang) — disambiguation page
- Xiao-Lin Wang 0005
(aka: Xiaolin Wang 0005) — Sichuan University, Chengdu, China
- Xiaolin Zhang (aka: Xiao-Lin Zhang, Xiao Lin Zhang) — disambiguation page
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2020 – today
- 2025
- [j147]Dongsheng Guo, Chan Zhang, Naimeng Cang, Xiyuan Zhang, Lin Xiao, Zhongbo Sun:
New fuzzy zeroing neural network with noise suppression capability for time-varying linear equation solving. Artif. Intell. Rev. 58(4): 126 (2025) - [j146]Lin Xiao
, Dan Wang
, Qiuyue Zuo
, Xiangru Yan
, Hang Cai
:
A ZNN-Based Solver With Adaptive Input Range Fuzzy Logic System for Time-Varying Algebraic Riccati Equation. IEEE Trans. Fuzzy Syst. 33(2): 757-766 (2025) - [j145]Zhaohui Qi
, Yingqiang Ning, Lin Xiao
, Zidong Wang
, Yongjun He
:
Efficient Predefined-Time Adaptive Neural Networks for Computing Time-Varying Tensor Moore-Penrose Inverse. IEEE Trans. Neural Networks Learn. Syst. 36(2): 3659-3670 (2025) - [j144]Wensheng Tang, Hang Cai
, Lin Xiao, Yongjun He
, Linju Li, Qiuyue Zuo, Jichun Li
:
A Predefined-Time Adaptive Zeroing Neural Network for Solving Time-Varying Linear Equations and Its Application to UR5 Robot. IEEE Trans. Neural Networks Learn. Syst. 36(3): 4703-4712 (2025) - [j143]Yongjun He
, Lin Xiao, Qiuyue Zuo, Hang Cai
, Yaonan Wang:
A Predefined-Time Robust Sliding Mode Control Based on Zeroing Neural Dynamics for Position and Attitude Tracking of Quadrotor. IEEE Trans. Syst. Man Cybern. Syst. 55(4): 2438-2450 (2025) - [i3]Qiya Song, Jiajun Hu, Lin Xiao, Bin Sun, Xieping Gao, Shutao Li:
DiffCL: A Diffusion-Based Contrastive Learning Framework with Semantic Alignment for Multimodal Recommendations. CoRR abs/2501.01066 (2025) - 2024
- [j142]Lin Xiao
, Yunrui Xie, Qiuyue Zuo
, Ping Tan, Ping Liu, Yongjun He:
Design and analysis of finite-time convergent complex-valued zeroing neural networks with application to time-variant complex matrix inversion. Inf. Sci. 681: 121217 (2024) - [j141]Lin Xiao
, Penglin Cao, Zidong Wang
, Sai Liu:
A novel fixed-time error-monitoring neural network for solving dynamic quaternion-valued Sylvester equations. Neural Networks 170: 494-505 (2024) - [j140]Yuhao Zhou
, Biao Luo
, Xin Wang
, Xiaodong Xu
, Lin Xiao
:
RL-Based Adaptive Optimal Bipartite Consensus Control for Nonlinear Heterogeneous MASs via Event-Triggered State Feedback. IEEE Trans. Circuits Syst. I Regul. Pap. 71(9): 4261-4273 (2024) - [j139]Lin Xiao
, Linju Li, Wenqian Huang, Xiaopeng Li, Lei Jia:
A New Predefined Time Zeroing Neural Network With Drop Conservatism for Matrix Flows Inversion and Its Application. IEEE Trans. Cybern. 54(2): 752-761 (2024) - [j138]Lin Xiao
, Penglin Cao
, Yongjun He
, Liu Luo
, Linju Li
:
Predefined-Time Noise Immunity ZNN Model for Dynamic Quaternion Least Squares Problem and Application to Synchronization of Hyperchaotic Systems. IEEE Trans. Emerg. Top. Comput. Intell. 8(2): 1416-1426 (2024) - [j137]Mengrui Cao
, Lin Xiao
, Qiuyue Zuo
, Ping Tan
, Yongjun He
, Xieping Gao
:
A Fixed-Time Robust ZNN Model With Adaptive Parameters for Redundancy Resolution of Manipulators. IEEE Trans. Emerg. Top. Comput. Intell. 8(6): 3886-3898 (2024) - [j136]Lei Jia, Lin Xiao
, Yaonan Wang
, Jianhua Dai
, Biao Luo
:
A Novel Zeroing Neurodynamic Method Based on Discrete Fuzzy Control System: Design, Analysis, and Verification. IEEE Trans. Fuzzy Syst. 32(8): 4620-4632 (2024) - [j135]Lin Xiao
, Dan Wang
, Liu Luo
, Jianhua Dai
, Xiangru Yan
, Jichun Li
:
A Double Integral Noise-Tolerant Fuzzy ZNN Model for TVSME Applied to the Synchronization of Chua's Circuit Chaotic System. IEEE Trans. Fuzzy Syst. 32(11): 6214-6223 (2024) - [j134]Yongjun He
, Lin Xiao
, Zidong Wang
, Qiuyue Zuo
, Linju Li
:
A Fuzzy Neural Network Approach to Adaptive Robust Nonsingular Sliding Mode Control for Predefined-Time Tracking of a Quadrotor. IEEE Trans. Fuzzy Syst. 32(12): 6775-6788 (2024) - [j133]Lin Xiao
, Lei Jia, Jianhua Dai
, Yingkun Cao, Yiwei Li
, Quanxin Zhu
, Jichun Li
, Min Liu
:
Design and Analysis of a Novel Distributed Gradient Neural Network for Solving Consensus Problems in a Predefined Time. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3478-3487 (2024) - [j132]Lin Xiao
, Yuanfang Zhang, Wenqian Huang, Lei Jia, Xieping Gao:
A Dynamic Parameter Noise-Tolerant Zeroing Neural Network for Time-Varying Quaternion Matrix Equation With Applications. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8205-8214 (2024) - [j131]Zhaohui Qi
, Yingqiang Ning, Lin Xiao
, Yongjun He
, Jiajie Luo
, Biao Luo
:
Predefined-Time Zeroing Neural Networks With Independent Prior Parameter for Solving Time-Varying Plural Lyapunov Tensor Equation. IEEE Trans. Neural Networks Learn. Syst. 35(7): 9408-9416 (2024) - [j130]Lin Xiao
, Penglin Cao
, Wentong Song, Liu Luo
, Wensheng Tang
:
A Fixed-Time Noise-Tolerance ZNN Model for Time-Variant Inequality-Constrained Quaternion Matrix Least-Squares Problem. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10503-10512 (2024) - [j129]Lin Xiao
, Xiaopeng Li, Penglin Cao
, Yongjun He
, Wensheng Tang
, Jichun Li
, Yaonan Wang
:
A Dynamic-Varying Parameter Enhanced ZNN Model for Solving Time-Varying Complex-Valued Tensor Inversion With Its Application to Image Encryption. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13681-13690 (2024) - [j128]Jianhua Dai
, Liu Luo
, Lin Xiao
, Lei Jia, Penglin Cao
, Jichun Li
, Natalio Krasnogor
, Yaonan Wang
:
Modified Noise-Immune Fuzzy Neural Network for Solving the Quadratic Programming With Equality Constraint Problem. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15825-15833 (2024) - [j127]Penglin Cao
, Lin Xiao
, Yongjun He
, Jichun Li
:
A Dynamic Gain Fixed-Time Robust ZNN Model for Time-Variant Equality Constrained Quaternion Least Squares Problem With Applications to Multiagent Systems. IEEE Trans. Neural Networks Learn. Syst. 35(12): 18394-18403 (2024) - [j126]Lin Xiao
, Xiangru Yan
, Yongjun He
, Penglin Cao
:
A Variable-Gain Fixed-Time Convergent and Robust ZNN Model for Image Fusion: Design, Analysis, and Verification. IEEE Trans. Syst. Man Cybern. Syst. 54(6): 3415-3426 (2024) - [j125]Lin Xiao
, Sida Xiao, Yongjun He
, Jianhua Dai
, Yaonan Wang
, Yiwei Li
:
Comprehensive Study on Zeroing Neural Network With High-Order Evolutionary Formula, Nonlinear Functions, and Variable Parameter for Time-Changing Matrix Cholesky Decomposition. IEEE Trans. Syst. Man Cybern. Syst. 54(6): 3642-3651 (2024) - [c15]Linju Li, Lin Xiao, Yingqiang Ning:
A Novel Predefined-Time Neural Dynamics Model with Time-Base Generator for Nonlinear Equation Flows. INDIN 2024: 1-6 - [i2]Feng Mo, Lin Xiao, Qiya Song, Xieping Gao, Eryao Liang:
Multimodal Graph Neural Network for Recommendation with Dynamic De-redundancy and Modality-Guided Feature De-noisy. CoRR abs/2411.01561 (2024) - 2023
- [j124]Zhaohui Qi, Yingqiang Ning, Lin Xiao
, Jiajie Luo
, Xiaopeng Li:
Finite-time zeroing neural networks with novel activation function and variable parameter for solving time-varying Lyapunov tensor equation. Appl. Math. Comput. 452: 128072 (2023) - [j123]Jiajie Luo, Lin Xiao, Penglin Cao, Xiaopeng Li:
A new class of robust and predefined-time consensus protocol based on noise-tolerant ZNN models. Appl. Soft Comput. 145: 110550 (2023) - [j122]Lin Xiao
, Linju Li, Juan Tao, Weibing Li:
A predefined-time and anti-noise varying-parameter ZNN model for solving time-varying complex Stein equations. Neurocomputing 526: 158-168 (2023) - [j121]Jianhua Dai, Ping Tan
, Lin Xiao
, Lei Jia, Liu Luo:
Design, analysis, and application of fixed-time convergence fuzzy ZNN model realized by dynamic fuzzy logic system for time-varying Sylvester equation. Neurocomputing 557: 126696 (2023) - [j120]Lin Xiao
, Penglin Cao, Lei Jia, Yongjun He, Wentong Song:
Prescribed-time robust ZNN models for solving equality and inequality systems. J. Frankl. Inst. 360(13): 9307-9328 (2023) - [j119]Lin Xiao
, Yuanfang Zhang, Wentong Song, Wenqian Huang:
Fixed-time convergence integral-enhanced ZNN for calculating complex-valued flow matrix Drazin inverse. J. Frankl. Inst. 360(13): 9707-9727 (2023) - [j118]Lin Xiao
, Yuanfang Zhang, Lei Jia, Yongjun He:
A ZNN-based sliding mode control strategy for solving synchronization problems of chaotic systems with application in memristor oscillator. J. Frankl. Inst. 360(16): 12101-12124 (2023) - [j117]Vasilios N. Katsikis
, Predrag S. Stanimirovic
, Spyridon D. Mourtas
, Lin Xiao
, Dragisa Stanujkic, Darjan Karabasevic:
Zeroing Neural Network Based on Neutrosophic Logic for Calculating Minimal-Norm Least-Squares Solutions to Time-Varying Linear Systems. Neural Process. Lett. 55(7): 8731-8753 (2023) - [j116]Jianhua Dai
, Ping Tan, Lin Xiao
, Lei Jia, Yongjun He, Jiajie Luo
:
A Fuzzy Adaptive Zeroing Neural Network Model With Event-Triggered Control for Time-Varying Matrix Inversion. IEEE Trans. Fuzzy Syst. 31(11): 3974-3983 (2023) - [j115]Lei Jia, Lin Xiao
, Jianhua Dai
, Yaonan Wang
:
Intensive Noise-Tolerant Zeroing Neural Network Based on a Novel Fuzzy Control Approach. IEEE Trans. Fuzzy Syst. 31(12): 4350-4360 (2023) - [j114]Lin Xiao
, Yongjun He, Yiwei Li
, Jianhua Dai
:
Design and Analysis of Two Nonlinear ZNN Models for Matrix LR and QR Factorization With Application to 3-D Moving Target Location. IEEE Trans. Ind. Informatics 19(6): 7424-7434 (2023) - [j113]Lin Xiao
, Yongjun He, Yaonan Wang
, Jianhua Dai
, Ran Wang
, Wensheng Tang
:
A Segmented Variable-Parameter ZNN for Dynamic Quadratic Minimization With Improved Convergence and Robustness. IEEE Trans. Neural Networks Learn. Syst. 34(5): 2413-2424 (2023) - [j112]Jianhua Dai
, Xing Yang, Lin Xiao
, Lei Jia, Xinwang Liu
, Yaonan Wang
:
Design and Analysis of a Self-Adaptive Zeroing Neural Network for Solving Time-Varying Quadratic Programming. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7135-7144 (2023) - [j111]Lin Xiao
, Wenqian Huang, Xiaopeng Li, Fuchun Sun
, Qing Liao
, Lei Jia, Jichun Li
, Sai Liu:
ZNNs With a Varying-Parameter Design Formula for Dynamic Sylvester Quaternion Matrix Equation. IEEE Trans. Neural Networks Learn. Syst. 34(12): 9981-9991 (2023) - [c14]Jiajie Luo
, Lin Xiao
, Ping Tan, Jiguang Li, Wei Yao, Jichun Li
:
Anti-interference Zeroing Neural Network Model for Time-Varying Tensor Square Root Finding. ICONIP (7) 2023: 113-124 - 2022
- [j110]Lin Xiao
, Xiaopeng Li, Lei Jia, Sai Liu:
Improved finite-time solutions to time-varying Sylvester tensor equation via zeroing neural networks. Appl. Math. Comput. 416: 126760 (2022) - [j109]Yongjun He, Lin Xiao
, Fuchun Sun, Yaonan Wang:
A variable-parameter ZNN with predefined-time convergence for dynamic complex-valued Lyapunov equation and its application to AOA positioning. Appl. Soft Comput. 130: 109703 (2022) - [j108]Lin Xiao
, Yongjun He, Bolin Liao:
A parameter-changing zeroing neural network for solving linear equations with superior fixed-time convergence. Expert Syst. Appl. 208: 118086 (2022) - [j107]Jianhua Dai, Liu Luo, Lin Xiao
, Lei Jia, Xiaopeng Li:
An intelligent fuzzy robustness ZNN model with fixed-time convergence for time-variant Stein matrix equation. Int. J. Intell. Syst. 37(12): 11670-11691 (2022) - [j106]Lin Xiao
, Wenqian Huang, Lei Jia, Xiaopeng Li:
Two discrete ZNN models for solving time-varying augmented complex Sylvester equation. Neurocomputing 487: 280-288 (2022) - [j105]Lin Xiao
, Ping Liu, Yongjun He, Lei Jia, Juan Tao:
A novel ZNN model for fast synchronisation of chaos systems with external disturbances. Neurocomputing 491: 197-205 (2022) - [j104]Lin Xiao
, Wentong Song, Lei Jia, Xiaopeng Li:
ZNN for time-variant nonlinear inequality systems: A finite-time solution. Neurocomputing 500: 319-328 (2022) - [j103]Lin Xiao
, Wentong Song:
Super finite-Time variable parameter ZNN models for time-Variant linear matrix inequality. J. Frankl. Inst. 359(4): 1640-1654 (2022) - [j102]Jianhua Dai, Ping Tan, Xing Yang, Lin Xiao
, Lei Jia, Yongjun He:
A fuzzy adaptive zeroing neural network with superior finite-time convergence for solving time-variant linear matrix equations. Knowl. Based Syst. 242: 108405 (2022) - [j101]Yuejie Zeng, Kenli Li
, Lin Xiao
, Qing Liao
:
Design and Analysis of a Novel Integral Design Scheme for Finding Finite-Time Solution of Time-Varying Matrix Inequalities. IEEE Trans. Emerg. Top. Comput. 10(1): 267-279 (2022) - [j100]Vasilios N. Katsikis
, Predrag S. Stanimirovic
, Spyridon D. Mourtas
, Lin Xiao
, Darjan Karabasevic
, Dragisa Stanujkic
:
Zeroing Neural Network With Fuzzy Parameter for Computing Pseudoinverse of Arbitrary Matrix. IEEE Trans. Fuzzy Syst. 30(9): 3426-3435 (2022) - [j99]Lei Jia, Lin Xiao
, Jianhua Dai
:
Application of Two Fuzzy Logic Systems to Complex-Type ZNN Models for the Drazin Inverse of Time-Dependent Complex-Value Matrix. IEEE Trans. Fuzzy Syst. 30(9): 3685-3694 (2022) - [j98]Jianhua Dai
, Yiwei Li
, Lin Xiao
, Lei Jia:
Zeroing Neural Network for Time-Varying Linear Equations With Application to Dynamic Positioning. IEEE Trans. Ind. Informatics 18(3): 1552-1561 (2022) - [j97]Lin Xiao
, Sai Liu, Xin Wang
, Yongjun He, Lei Jia, Yang Xu
:
Zeroing Neural Networks for Dynamic Quaternion-Valued Matrix Inversion. IEEE Trans. Ind. Informatics 18(3): 1562-1571 (2022) - [j96]Jianhua Dai
, Yuanmeng Chen, Lin Xiao
, Lei Jia, Yongjun He:
Design and Analysis of a Hybrid GNN-ZNN Model With a Fuzzy Adaptive Factor for Matrix Inversion. IEEE Trans. Ind. Informatics 18(4): 2434-2442 (2022) - [j95]Jianhua Dai
, Xing Yang, Lin Xiao
, Lei Jia, Yiwei Li
:
ZNN With Fuzzy Adaptive Activation Functions and Its Application to Time-Varying Linear Matrix Equation. IEEE Trans. Ind. Informatics 18(4): 2560-2570 (2022) - [j94]Lin Xiao
, Juan Tao
, Weibing Li
:
An Arctan-Type Varying-Parameter ZNN for Solving Time-Varying Complex Sylvester Equations in Finite Time. IEEE Trans. Ind. Informatics 18(6): 3651-3660 (2022) - [j93]Lin Xiao
, Xiaopeng Li, Wenqian Huang, Lei Jia:
Finite-Time Solution of Time-Varying Tensor Inversion by a Novel Dynamic-Parameter Zeroing Neural-Network. IEEE Trans. Ind. Informatics 18(7): 4447-4455 (2022) - [j92]Lin Xiao
, Wentong Song, Xiaopeng Li, Lei Jia, Jiayue Sun
, Yaonan Wang
:
Design and Analysis of a Noise-Resistant ZNN Model for Settling Time-Variant Linear Matrix Inequality in Predefined-Time. IEEE Trans. Ind. Informatics 18(10): 6840-6847 (2022) - [j91]Lin Xiao
, Yongjun He, Jianhua Dai
, Xinwang Liu
, Bolin Liao
, Haiyan Tan:
A Variable-Parameter Noise-Tolerant Zeroing Neural Network for Time-Variant Matrix Inversion With Guaranteed Robustness. IEEE Trans. Neural Networks Learn. Syst. 33(4): 1535-1545 (2022) - [j90]Lin Xiao
, Lei Jia, Yaonan Wang
, Jianhua Dai
, Qing Liao
, Quanxin Zhu
:
Performance Analysis and Applications of Finite-Time ZNN Models With Constant/Fuzzy Parameters for TVQPEI. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6665-6676 (2022) - [j89]Qiuyue Zuo, Kenli Li
, Lin Xiao
, Keqin Li
:
Robust Finite-Time Zeroing Neural Networks With Fixed and Varying Parameters for Solving Dynamic Generalized Lyapunov Equation. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7695-7705 (2022) - [j88]Zeshan Hu
, Kenli Li
, Lin Xiao
, Yaonan Wang
, Mingxing Duan
, Keqin Li
:
Adams-Bashforth-Type Discrete-Time Zeroing Neural Networks Solving Time-Varying Complex Sylvester Equation With Enhanced Robustness. IEEE Trans. Syst. Man Cybern. Syst. 52(5): 3287-3298 (2022) - [j87]Qiuyue Zuo, Kenli Li
, Lin Xiao
, Yaonan Wang
, Keqin Li
:
On Generalized Zeroing Neural Network Under Discrete and Distributed Time Delays and Its Application to Dynamic Lyapunov Equation. IEEE Trans. Syst. Man Cybern. Syst. 52(8): 5114-5126 (2022) - 2021
- [j86]Zeshan Hu
, Lin Xiao
, Kenli Li
, Keqin Li, Jichun Li
:
Performance analysis of nonlinear activated zeroing neural networks for time-varying matrix pseudoinversion with application. Appl. Soft Comput. 98: 106735 (2021) - [j85]Shoujin Wang
, Longbing Cao
, Liang Hu
, Shlomo Berkovsky
, Xiaoshui Huang
, Lin Xiao
, Wenpeng Lu
:
Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation. IEEE Intell. Syst. 36(4): 56-64 (2021) - [j84]Jianhua Dai, Yingkun Cao, Lin Xiao
, Haiyan Tan, Lei Jia:
Design and analysis of a noise-suppression zeroing neural network approach for robust synchronization of chaotic systems. Neurocomputing 426: 299-308 (2021) - [j83]Jianhua Dai, Yiwei Li
, Lin Xiao
, Lei Jia, Qing Liao, Jichun Li:
Comprehensive study on complex-valued ZNN models activated by novel nonlinear functions for dynamic complex linear equations. Inf. Sci. 561: 101-114 (2021) - [j82]Lin Xiao
, Haiyan Tan, Jianhua Dai, Lei Jia, Wensheng Tang:
High-order error function designs to compute time-varying linear matrix equations. Inf. Sci. 576: 173-186 (2021) - [j81]Lin Xiao
, Yongjun He, Bolin Liao, Jianhua Dai:
An accelerated ZNN-based algorithm with piecewise time-varying parameters to solve time-variant linear equations. J. Comput. Appl. Math. 398: 113665 (2021) - [j80]Lei Jia, Lin Xiao
, Jianhua Dai
, Zhaohui Qi, Zhijun Zhang
, Yongsheng Zhang:
Design and Application of an Adaptive Fuzzy Control Strategy to Zeroing Neural Network for Solving Time-Variant QP Problem. IEEE Trans. Fuzzy Syst. 29(6): 1544-1555 (2021) - [j79]Lei Jia, Lin Xiao
, Jianhua Dai
, Yingkun Cao:
A Novel Fuzzy-Power Zeroing Neural Network Model for Time-Variant Matrix Moore-Penrose Inversion With Guaranteed Performance. IEEE Trans. Fuzzy Syst. 29(9): 2603-2611 (2021) - [j78]Long Jin
, Jiazheng Zhang
, Xin Luo
, Mei Liu
, Shuai Li
, Lin Xiao
, Zihao Yang:
Perturbed Manipulability Optimization in a Distributed Network of Redundant Robots. IEEE Trans. Ind. Electron. 68(8): 7209-7220 (2021) - [j77]Lin Xiao
, Yongsheng Zhang
, Jianhua Dai
, Qiuyue Zuo, Shoujin Wang
:
Comprehensive Analysis of a New Varying Parameter Zeroing Neural Network for Time Varying Matrix Inversion. IEEE Trans. Ind. Informatics 17(3): 1604-1613 (2021) - [j76]Zeshan Hu
, Lin Xiao
, Jianhua Dai
, Yang Xu
, Qiuyue Zuo, Chubo Liu
:
A Unified Predefined-Time Convergent and Robust ZNN Model for Constrained Quadratic Programming. IEEE Trans. Ind. Informatics 17(3): 1998-2010 (2021) - [j75]Lin Xiao
, Yingkun Cao, Jianhua Dai
, Lei Jia, Haiyan Tan:
Finite-Time and Predefined-Time Convergence Design for Zeroing Neural Network: Theorem, Method, and Verification. IEEE Trans. Ind. Informatics 17(7): 4724-4732 (2021) - [j74]Lin Xiao
, Juan Tao
, Jianhua Dai
, Yaonan Wang
, Lei Jia, Yongjun He:
A Parameter-Changing and Complex-Valued Zeroing Neural-Network for Finding Solution of Time-Varying Complex Linear Matrix Equations in Finite Time. IEEE Trans. Ind. Informatics 17(10): 6634-6643 (2021) - [j73]Lin Xiao
, Yongjun He:
A Noise-Suppression ZNN Model With New Variable Parameter for Dynamic Sylvester Equation. IEEE Trans. Ind. Informatics 17(11): 7513-7522 (2021) - [j72]Jianhua Dai
, Lei Jia, Lin Xiao
:
Design and Analysis of Two Prescribed-Time and Robust ZNN Models With Application to Time-Variant Stein Matrix Equation. IEEE Trans. Neural Networks Learn. Syst. 32(4): 1668-1677 (2021) - [j71]Lin Xiao
, Yongsheng Zhang, Jianhua Dai
, Jichun Li
, Weibing Li
:
New Noise-Tolerant ZNN Models With Predefined-Time Convergence for Time-Variant Sylvester Equation Solving. IEEE Trans. Syst. Man Cybern. Syst. 51(6): 3629-3640 (2021) - [j70]Lin Xiao
, Jianhua Dai
, Long Jin
, Weibing Li
, Shuai Li
, Jian Hou
:
A Noise-Enduring and Finite-Time Zeroing Neural Network for Equality-Constrained Time-Varying Nonlinear Optimization. IEEE Trans. Syst. Man Cybern. Syst. 51(8): 4729-4740 (2021) - 2020
- [j69]Sai Liu, Haiyan Tan, Lin Xiao
:
A Fully Complex-Valued and Robust ZNN Model for Dynamic Complex Matrix Inversion Under External Noises. IEEE Access 8: 87478-87489 (2020) - [j68]Qiuyue Zuo, Lin Xiao
, Kenli Li
:
Comprehensive design and analysis of time-varying delayed zeroing neural network and its application to matrix inversion. Neurocomputing 379: 273-283 (2020) - [j67]Yuejie Zeng, Lin Xiao
, Kenli Li
, Jichun Li, Keqin Li, Zhen Jian:
Design and analysis of three nonlinearly activated ZNN models for solving time-varying linear matrix inequalities in finite time. Neurocomputing 390: 78-87 (2020) - [j66]Lin Xiao
, Haiyan Tan, Lei Jia, Jianhua Dai
, Yongsheng Zhang:
New error function designs for finite-time ZNN models with application to dynamic matrix inversion. Neurocomputing 402: 395-408 (2020) - [j65]Lin Xiao
, Lei Jia, Jianhua Dai, Zhiguo Tan:
Design and Application of A Robust Zeroing Neural Network to Kinematical Resolution of Redundant Manipulators Under Various External Disturbances. Neurocomputing 415: 174-183 (2020) - [j64]Zeshan Hu
, Kenli Li, Keqin Li, Jichun Li, Lin Xiao
:
Zeroing neural network with comprehensive performance and its applications to time-varying Lyapunov equation and perturbed robotic tracking. Neurocomputing 418: 79-90 (2020) - [j63]Yuejie Zeng, Lin Xiao
, Kenli Li, Qiuyue Zuo, Keqin Li:
Solving time-varying linear inequalities by finite-time convergent zeroing neural networks. J. Frankl. Inst. 357(12): 8137-8155 (2020) - [j62]Zhen Jian, Lin Xiao
, Kenli Li, Qiuyue Zuo, Yongsheng Zhang:
Adaptive Coefficient Designs for Nonlinear Activation Function and Its Application to Zeroing Neural Network for Solving Time-Varying Sylvester Equation. J. Frankl. Inst. 357(14): 9909-9929 (2020) - [j61]Lin Xiao
, Qian Yi, Qiuyue Zuo, Yongjun He:
Improved finite-time zeroing neural networks for time-varying complex Sylvester equation solving. Math. Comput. Simul. 178: 246-258 (2020) - [j60]Weibing Li
, Lin Xiao
, Bolin Liao
:
A Finite-Time Convergent and Noise-Rejection Recurrent Neural Network and Its Discretization for Dynamic Nonlinear Equations Solving. IEEE Trans. Cybern. 50(7): 3195-3207 (2020) - [j59]Zhiguo Tan
, Lin Xiao
, Siyuan Chen
, Xuanjiao Lv:
Noise-Tolerant and Finite-Time Convergent ZNN Models for Dynamic Matrix Moore-Penrose Inversion. IEEE Trans. Ind. Informatics 16(3): 1591-1601 (2020) - [j58]Lin Xiao
, Yongsheng Zhang
, Qiuyue Zuo, Jianhua Dai
, Jichun Li
, Wensheng Tang
:
A Noise-Tolerant Zeroing Neural Network for Time-Dependent Complex Matrix Inversion Under Various Kinds of Noises. IEEE Trans. Ind. Informatics 16(6): 3757-3766 (2020) - [j57]Zhen Jian
, Lin Xiao
, Jianhua Dai
, Zhuo Tang
, Chubo Liu
:
Design and Analysis of New Zeroing Neural Network Models With Improved Finite-Time Convergence for Time-Varying Reciprocal of Complex Matrix. IEEE Trans. Ind. Informatics 16(6): 3838-3848 (2020) - [j56]Zhiguo Tan
, Weibing Li
, Lin Xiao
, Yueming Hu:
New Varying-Parameter ZNN Models With Finite-Time Convergence and Noise Suppression for Time-Varying Matrix Moore-Penrose Inversion. IEEE Trans. Neural Networks Learn. Syst. 31(8): 2980-2992 (2020) - [j55]Yimeng Qi, Long Jin
, Yaonan Wang
, Lin Xiao
, Jiliang Zhang
:
Complex-Valued Discrete-Time Neural Dynamics for Perturbed Time-Dependent Complex Quadratic Programming With Applications. IEEE Trans. Neural Networks Learn. Syst. 31(9): 3555-3569 (2020) - [j54]Lin Xiao
, Jianhua Dai
, Rongbo Lu, Shuai Li
, Jichun Li
, Shoujin Wang
:
Design and Comprehensive Analysis of a Noise-Tolerant ZNN Model With Limited-Time Convergence for Time-Dependent Nonlinear Minimization. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5339-5348 (2020) - [j53]Lin Xiao
, Shuai Li
, Kenli Li
, Long Jin
, Bolin Liao:
Co-Design of Finite-Time Convergence and Noise Suppression: A Unified Neural Model for Time Varying Linear Equations With Robotic Applications. IEEE Trans. Syst. Man Cybern. Syst. 50(12): 5233-5243 (2020) - [c13]Yongjun He, Qian Yi, Bolin Liao, Lei Ding, Lin Xiao
, Pei Liu:
A Variable Parameter Zeroing Neural Network for Resolving Time-Variant Quadratic Minimization with Preferable Performance. ICACI 2020: 38-43 - [i1]Shoujin Wang, Longbing Cao
, Liang Hu, Shlomo Berkovsky, Xiaoshui Huang, Lin Xiao, Wenpeng Lu:
Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation. CoRR abs/2006.04530 (2020)
2010 – 2019
- 2019
- [j52]Lei Ding, Lin Xiao
, Kai-Qing Zhou, Yonghong Lan
, Yongsheng Zhang, Jichun Li
:
An Improved Complex-Valued Recurrent Neural Network Model for Time-Varying Complex-Valued Sylvester Equation. IEEE Access 7: 19291-19302 (2019) - [j51]Zhiguo Tan
, Yueming Hu, Lin Xiao
, Ke Chen:
Robustness Analysis and Robotic Application of Combined Function Activated RNN for Time-Varying Matrix Pseudo Inversion. IEEE Access 7: 33434-33440 (2019) - [j50]Jie Jin
, Lin Xiao
, Ming Lu, Jichun Li
:
Design and Analysis of Two FTRNN Models With Application to Time-Varying Sylvester Equation. IEEE Access 7: 58945-58950 (2019) - [j49]Lin Xiao
, Lei Jia, Yongsheng Zhang, Zeshan Hu, Jianhua Dai:
Finite-Time Convergence and Robustness Analysis of Two Nonlinear Activated ZNN Models for Time-Varying Linear Matrix Equations. IEEE Access 7: 135133-135144 (2019) - [j48]Lin Xiao
, Yongsheng Zhang, Kenli Li, Bolin Liao, Zhiguo Tan
:
A novel recurrent neural network and its finite-time solution to time-varying complex matrix inversion. Neurocomputing 331: 483-492 (2019) - [j47]Weibing Li
, Bolin Liao, Lin Xiao
, Rongbo Lu:
A recurrent neural network with predefined-time convergence and improved noise tolerance for dynamic matrix square root finding. Neurocomputing 337: 262-273 (2019) - [j46]Fei Yu
, Li Liu, Lin Xiao
, Kenli Li, Shuo Cai:
A robust and fixed-time zeroing neural dynamics for computing time-variant nonlinear equation using a novel nonlinear activation function. Neurocomputing 350: 108-116 (2019) - [j45]Lin Xiao
, Qian Yi, Jianhua Dai
, Kenli Li
, Zeshan Hu:
Design and analysis of new complex zeroing neural network for a set of dynamic complex linear equations. Neurocomputing 363: 171-181 (2019) - [j44]Lin Xiao
, Kenli Li, Zhiguo Tan, Zhijun Zhang, Bolin Liao, Ke Chen, Long Jin, Shuai Li:
Nonlinear gradient neural network for solving system of linear equations. Inf. Process. Lett. 142: 35-40 (2019) - [j43]Xuanjiao Lv, Lin Xiao
, Zhiguo Tan:
Improved Zhang neural network with finite-time convergence for time-varying linear system of equations solving. Inf. Process. Lett. 147: 88-93 (2019) - [j42]Lin Xiao
:
A finite-time convergent Zhang neural network and its application to real-time matrix square root finding. Neural Comput. Appl. 31(S-2): 793-800 (2019) - [j41]Lin Xiao
, Yongsheng Zhang, Jianhua Dai, Ke Chen, Song Yang, Weibing Li, Bolin Liao, Lei Ding, Jichun Li
:
A new noise-tolerant and predefined-time ZNN model for time-dependent matrix inversion. Neural Networks 117: 124-134 (2019) - [j40]Xuanjiao Lv, Lin Xiao
, Zhiguo Tan
, Zhi Yang, Junying Yuan:
Improved Gradient Neural Networks for Solving Moore-Penrose Inverse of Full-Rank Matrix. Neural Process. Lett. 50(2): 1993-2005 (2019) - [j39]Qiuhong Xiang, Bolin Liao, Lin Xiao
, Long Lin, Shuai Li:
Discrete-time noise-tolerant Zhang neural network for dynamic matrix pseudoinversion. Soft Comput. 23(3): 755-766 (2019) - [j38]Lin Xiao
, Shuai Li
, Faa-Jeng Lin
, Zhiguo Tan
, Ameer Hamza Khan
:
Zeroing Neural Dynamics for Control Design: Comprehensive Analysis on Stability, Robustness, and Convergence Speed. IEEE Trans. Ind. Informatics 15(5): 2605-2616 (2019) - [j37]Lin Xiao
, Yongsheng Zhang, Zeshan Hu, Jianhua Dai
:
Performance Benefits of Robust Nonlinear Zeroing Neural Network for Finding Accurate Solution of Lyapunov Equation in Presence of Various Noises. IEEE Trans. Ind. Informatics 15(9): 5161-5171 (2019) - [j36]Huiyan Lu
, Long Jin
, Xin Luo
, Bolin Liao
, Dongsheng Guo
, Lin Xiao
:
RNN for Solving Perturbed Time-Varying Underdetermined Linear System With Double Bound Limits on Residual Errors and State Variables. IEEE Trans. Ind. Informatics 15(11): 5931-5942 (2019) - [j35]Lin Xiao
, Kenli Li
, Mingxing Duan
:
Computing Time-Varying Quadratic Optimization With Finite-Time Convergence and Noise Tolerance: A Unified Framework for Zeroing Neural Network. IEEE Trans. Neural Networks Learn. Syst. 30(11): 3360-3369 (2019) - [j34]Lin Xiao
, Zhijun Zhang
, Shuai Li
:
Solving Time-Varying System of Nonlinear Equations by Finite-Time Recurrent Neural Networks With Application to Motion Tracking of Robot Manipulators. IEEE Trans. Syst. Man Cybern. Syst. 49(11): 2210-2220 (2019) - 2018
- [j33]Lei Ding, Lin Xiao
, Kai-Qing Zhou, Yonghong Lan
, Yongsheng Zhang:
A New RNN Model With a Modified Nonlinear Activation Function Applied to Complex-Valued Linear Equations. IEEE Access 6: 62954-62962 (2018) - [j32]Lin Xiao
, Shuai Li, Jian Yang, Zhijun Zhang:
A new recurrent neural network with noise-tolerance and finite-time convergence for dynamic quadratic minimization. Neurocomputing 285: 125-132 (2018) - [j31]Xuanjiao Lv, Lin Xiao
, Zhiguo Tan, Zhi Yang:
Wsbp function activated Zhang dynamic with finite-time convergence applied to Lyapunov equation. Neurocomputing 314: 310-315 (2018) - [j30]Zhijun Zhang
, Lunan Zheng
, Lingao Li, Xiaoyan Deng, Lin Xiao
, Guoshun Huang:
A new finite-time varying-parameter convergent-differential neural-network for solving nonlinear and nonconvex optimization problems. Neurocomputing 319: 74-83 (2018) - [j29]Lin Xiao
, Bolin Liao, Shuai Li, Ke Chen
:
Nonlinear recurrent neural networks for finite-time solution of general time-varying linear matrix equations. Neural Networks 98: 102-113 (2018) - [j28]Lin Xiao
, Zhijun Zhang, Zili Zhang, Weibing Li, Shuai Li
:
Design, verification and robotic application of a novel recurrent neural network for computing dynamic Sylvester equation. Neural Networks 105: 185-196 (2018) - [j27]Zhijun Zhang
, Lunan Zheng
, Jian Weng
, Yijun Mao, Wei Lu
, Lin Xiao
:
A New Varying-Parameter Recurrent Neural-Network for Online Solution of Time-Varying Sylvester Equation. IEEE Trans. Cybern. 48(11): 3135-3148 (2018) - [j26]Lin Xiao
, Bolin Liao, Shuai Li
, Zhijun Zhang, Lei Ding, Long Jin:
Design and Analysis of FTZNN Applied to the Real-Time Solution of a Nonstationary Lyapunov Equation and Tracking Control of a Wheeled Mobile Manipulator. IEEE Trans. Ind. Informatics 14(1): 98-105 (2018) - [j25]Long Jin
, Shuai Li
, Lin Xiao
, Rongbo Lu, Bolin Liao
:
Cooperative Motion Generation in a Distributed Network of Redundant Robot Manipulators With Noises. IEEE Trans. Syst. Man Cybern. Syst. 48(10): 1715-1724 (2018) - [c12]Yongsheng Zhang
, Lin Xiao
, Bolin Liao, Lei Ding, Rongbo Lu:
Solving quadratic minimization problem by finite-time recurrent neural network using two different nonlinear activation functions. ICACI 2018: 151-155 - [c11]Zhijun Zhang, Shi Mao
, Ke Chen, Lin Xiao
, Bolin Liao, Chunquan Li, Penzchao Zhang:
CNN and PCA Based Visual System of A Wheelchair Manipulator Robot for Automatic Drinking. ROBIO 2018: 1280-1286 - 2017
- [j24]Lei Ding, Lin Xiao
, Bolin Liao, Rongbo Lu, Hua Peng:
An Improved Recurrent Neural Network for Complex-Valued Systems of Linear Equation and Its Application to Robotic Motion Tracking. Frontiers Neurorobotics 11: 45 (2017) - [j23]Lin Xiao
, Yongsheng Zhang, Bolin Liao, Zhijun Zhang, Lei Ding, Long Jin:
A Velocity-Level Bi-Criteria Optimization Scheme for Coordinated Path Tracking of Dual Robot Manipulators Using Recurrent Neural Network. Frontiers Neurorobotics 11: 47 (2017) - [j22]Long Jin, Bolin Liao, Mei Liu, Lin Xiao
, Dongsheng Guo, Xiaogang Yan:
Different-Level Simultaneous Minimization Scheme for Fault Tolerance of Redundant Manipulator Aided with Discrete-Time Recurrent Neural Network. Frontiers Neurorobotics 11: 50 (2017) - [j21]Lin Xiao
, Bolin Liao, Jie Jin, Rongbo Lu, Xi Yang, Lei Ding:
A finite-time convergent dynamic system for solving online simultaneous linear equations. Int. J. Comput. Math. 94(9): 1778-1786 (2017) - [j20]Lin Xiao
:
Accelerating a recurrent neural network to finite-time convergence using a new design formula and its application to time-varying matrix square root. J. Frankl. Inst. 354(13): 5667-5677 (2017) - [c10]Bolin Liao, Chuan Ma, Lin Xiao
, Rongbo Lu, Lei Ding:
An Arctan-Activated WASD Neural Network Approach to the Prediction of Dow Jones Industrial Average. ISNN (1) 2017: 120-126 - [c9]Lin Xiao
, Bolin Liao, Qinli Zeng, Lei Ding, Rongbo Lu:
A Complex Gradient Neural Dynamics for Fast Complex Matrix Inversion. ISNN (1) 2017: 521-528 - 2016
- [j19]Lin Xiao
:
A nonlinearly-activated neurodynamic model and its finite-time solution to equality-constrained quadratic optimization with nonstationary coefficients. Appl. Soft Comput. 40: 252-259 (2016) - [j18]Mei Liu, Bolin Liao, Lei Ding, Lin Xiao
:
Performance analyses of recurrent neural network models exploited for online time-varying nonlinear optimization. Comput. Sci. Inf. Syst. 13(2): 691-705 (2016) - [j17]Lin Xiao
:
A nonlinearly activated neural dynamics and its finite-time solution to time-varying nonlinear equation. Neurocomputing 173: 1983-1988 (2016) - [j16]Lin Xiao
, Bolin Liao:
A convergence-accelerated Zhang neural network and its solution application to Lyapunov equation. Neurocomputing 193: 213-218 (2016) - [j15]Lin Xiao
, Yunong Zhang
:
Dynamic design, numerical solution and effective verification of acceleration-level obstacle-avoidance scheme for robot manipulators. Int. J. Syst. Sci. 47(4): 932-945 (2016) - [j14]Bolin Liao, Lin Xiao, Jie Jin, Lei Ding, Mei Liu:
Novel Complex-Valued Neural Network for Dynamic Complex-Valued Matrix Inversion. J. Adv. Comput. Intell. Intell. Informatics 20(1): 132-138 (2016) - [j13]Lin Xiao
:
A new design formula exploited for accelerating Zhang neural network and its application to time-varying matrix inversion. Theor. Comput. Sci. 647: 50-58 (2016) - 2015
- [j12]Lin Xiao
, Rongbo Lu:
Finite-time solution to nonlinear equation using recurrent neural dynamics with a specially-constructed activation function. Neurocomputing 151: 246-251 (2015) - [j11]Lin Xiao
:
A finite-time convergent neural dynamics for online solution of time-varying linear complex matrix equation. Neurocomputing 167: 254-259 (2015) - [c8]Lin Xiao
, Weiwei Meng, Rongbo Lu, Xi Yang, Bolin Liao, Lei Ding:
A Fully Complex-Valued Neural Network for Rapid Solution of Complex-Valued Systems of Linear Equations. ISNN 2015: 444-451 - 2014
- [j10]Lin Xiao
, Yunong Zhang
:
From Different Zhang Functions to Various ZNN Models Accelerated to Finite-Time Convergence for Time-Varying Linear Matrix Equation. Neural Process. Lett. 39(3): 309-326 (2014) - [j9]Yunong Zhang
, Yonghua Yin, Dongsheng Guo, Xiaotian Yu, Lin Xiao
:
Cross-validation based weights and structure determination of Chebyshev-polynomial neural networks for pattern classification. Pattern Recognit. 47(10): 3414-3428 (2014) - [j8]Lin Xiao
, Yunong Zhang
:
A New Performance Index for the Repetitive Motion of Mobile Manipulators. IEEE Trans. Cybern. 44(2): 280-292 (2014) - 2013
- [j7]Lin Xiao
, Yunong Zhang
:
Solving time-varying nonlinear inequalities using continuous and discrete-time Zhang dynamics. Int. J. Comput. Math. 90(5): 1114-1127 (2013) - [j6]Lin Xiao
, Yunong Zhang
:
Different Zhang functions resulting in different ZNN models demonstrated via time-varying linear matrix-vector inequalities solving. Neurocomputing 121: 140-149 (2013) - [j5]Yunong Zhang
, Yao Chou, Jinhao Chen
, Zhijun Zhang, Lin Xiao
:
Presentation, error analysis and numerical experiments on a group of 1-step-ahead numerical differentiation formulas. J. Comput. Appl. Math. 239: 406-414 (2013) - [j4]Lin Xiao
, Yunong Zhang
:
Acceleration-Level Repetitive Motion Planning and Its Experimental Verification on a Six-Link Planar Robot Manipulator. IEEE Trans. Control. Syst. Technol. 21(3): 906-914 (2013) - [c7]Yunong Zhang
, Lin Xiao
, Xiaotian Yu, Bolin Liao, Zhijun Zhang:
Minimum movement scheme with wheels and joints coordinated simultaneously for mobile redundant manipulator. ICIA 2013: 910-915 - 2012
- [j3]Lin Xiao
, Yunong Zhang
:
Two New Types of Zhang Neural Networks Solving Systems of Time-Varying Nonlinear Inequalities. IEEE Trans. Circuits Syst. I Regul. Pap. 59-I(10): 2363-2373 (2012) - [c6]Yunong Zhang
, Long Jin, Zhijun Zhang, Lin Xiao
, Senbo Fu:
Zhang Fractals Yielded via Solving Time-Varying Nonlinear Complex Equations by Discrete-Time Complex-Valued ZD. AICI 2012: 596-603 - [c5]Yunong Zhang
, Wenchao Lao, Yonghua Yin, Lin Xiao
, Jinhao Chen
:
Weights and structure determination of pruning-while-growing type for 3-input power-activation feed-forward neuronet. ICAL 2012: 212-217 - [c4]Yunong Zhang
, Yanyan Shi, Lin Xiao
, Bingguo Mu
:
Convergence and stability results of Zhang neural network solving systems of time-varying nonlinear equations. ICNC 2012: 143-147 - [c3]Yunong Zhang
, Long Jin, Dongsheng Guo, Senbo Fu, Lin Xiao
:
Three nonlinearly-activated discrete-Time ZNN models for time-varying matrix inversion. ICNC 2012: 163-167 - 2011
- [j2]Yunong Zhang
, Lin Xiao
, Gongqin Ruan, Zhan Li:
Continuous and discrete time Zhang dynamics for time-varying 4th root finding. Numer. Algorithms 57(1): 35-51 (2011) - [j1]Lin Xiao
, Yunong Zhang
:
Zhang Neural Network Versus Gradient Neural Network for Solving Time-Varying Linear Inequalities. IEEE Trans. Neural Networks 22(10): 1676-1684 (2011) - [c2]Yunong Zhang
, Senbo Fu, Zhijun Zhang, Lin Xiao
, Xuezhong Li:
On the LVI-based numerical method (E47 algorithm) for solving quadratic programming problems. ICAL 2011: 125-130 - [c1]Yunong Zhang
, Ling Xie, Zhijun Zhang, Kene Li, Lin Xiao
:
Real-time joystick control and experiments of redundant manipulators using cosine-based velocity mapping. ICAL 2011: 345-350
Coauthor Index

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