Xiaoyang Liu

73 papers C 1Journal 70Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fuzzy Logic Systems-Based Reinforcement Learning for Optimal Tracking Control of Multiagent Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Xiaoyang Liu, Lu Fan, Sikai Shen, Wenwu Yu, Song Zhu
2026 J jnl
Mean Square Exponential Stability of Dynamic Memristor Neutral Stochastic Cellular Neural Networks With Time-Varying Delays.
IEEE Trans. Cybern.
Song Zhu, Kun Deng, Huaicheng Yan, Mouquan Shen, Xiaoyang Liu, Shiping Wen
2026 J jnl
Reinforcement learning-based funnel control and privacy preservation for multi-agent systems with input dead-zone.
Neural Networks
Jiaxin Huang, Xiaoyang Liu, Sikai Shen, Wenwu Yu
2025 J jnl
Adaptive fuzzy funnel control of nonlinear multi-agent systems via dual-channel event-triggered strategy.
Inf. Sci.
Xiaoyang Liu, Minghao Hui, Lu Fan, Wenwu Yu, Jinde Cao
2025 J jnl
Finite-Time Input-to-State Stability of Neural Networks With Disturbances and Prescribed Performance.
IEEE Trans. Syst. Man Cybern. Syst.
Mingxin Wang, Song Zhu, Xiaoyang Liu, Shiping Wen, Chaoxu Mu
2025 J jnl
Finite-Time Stabilization of Inertial Memristive Neural Networks via Nonreduced Order Method.
IEEE Trans. Neural Networks Learn. Syst.
Jun Zhang, Song Zhu, Xiaoyang Liu, Shiping Wen, Chaoxu Mu
2025 J jnl
Finite-Time Synchronization for Delayed NNs via Generalized Halanay Inequalities.
IEEE Trans. Syst. Man Cybern. Syst.
Yue Chen, Song Zhu, Yan Li, Xiaoyang Liu, Shiping Wen
2025 J jnl
Finite-time synchronization control for a class of delayed neural networks: an improved two-step control method.
Sci. China Inf. Sci.
Yue Chen, Song Zhu, Mouquan Shen, Xiaoyang Liu, Shiping Wen
2025 J jnl
Fixed-Time Event-Triggered Bipartite Consensus of Multiagent Systems Under Time-Varying Disconnected Topologies.
IEEE Trans. Syst. Man Cybern. Syst.
Xiaoyang Liu, Haibin He, Zhuyan Jiang, Lu Fan, Wenwu Yu
2025 J jnl
Fixed/preassigned-time synchronization of complex networks under aperiodically intermittent event-triggered control.
Neural Comput. Appl.
Ziyu Dong, Yuanfa Hu, Xiaoyang Liu, Jinde Cao
2025 J jnl
Observer-Based Event-Triggered Fault-Tolerant Synchronization for Memristive Neural Networks Subject to Multiple Failures.
IEEE Trans. Neural Networks Learn. Syst.
Mingxin Wang, Song Zhu, Xiaoyang Liu, Shiping Wen, Chaoxu Mu
2025 J jnl
Predefined-Time Constrained Optimization of MultiAgent Systems Under Impulsive Effects.
IEEE CAA J. Autom. Sinica
Zhuyan Jiang, Xiaoyang Liu, Xiang Jiang, Jinde Cao
2024 J jnl
Event-Based Global Exponential Synchronization for Quaternion-Valued Fuzzy Memristor Neural Networks With Time-Varying Delays.
IEEE Trans. Fuzzy Syst.
Yue Chen, Song Zhu, Huaicheng Yan, Mouquan Shen, Xiaoyang Liu, Shiping Wen
2024 J jnl
Event-Based Output Quantized Synchronization Control for Multiple Delayed Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Yue Chen, Song Zhu, Mouquan Shen, Xiaoyang Liu, Shiping Wen
2024 J jnl
Event-Triggered Bipartite Synchronization of Delayed Inertial Memristive Neural Networks With Unknown Disturbances.
IEEE Trans. Control. Netw. Syst.
Xiaoyang Liu, Haibin He, Jinde Cao
2024 J jnl
Event-triggered impulsive cluster synchronization of coupled reaction-diffusion neural networks and its application to image encryption.
Neural Networks
Minghao Hui, Xiaoyang Liu, Song Zhu, Jinde Cao
2024 J jnl
Fault-Tolerant Synchronization for Memristive Neural Networks With Multiple Actuator Failures.
IEEE Trans. Cybern.
Mingxin Wang, Song Zhu, Mouquan Shen, Xiaoyang Liu, Shiping Wen
2024 J jnl
Further Results on Fixed-Time Leader-Following Consensus of Heterogeneous Multiagent Systems With External Disturbances.
IEEE Trans. Syst. Man Cybern. Syst.
Xiaoyang Liu, Luxiang Wang, Jinde Cao
2024 J jnl
Generalized Halanay-Type Inequalities for Finite-Time Stabilization of Delayed Systems.
IEEE Trans. Circuits Syst. II Express Briefs
Jing Ping, Song Zhu, Chaoxu Mu, Xiaoyang Liu, Shiping Wen
2024 J jnl
Generalized-Type Multistability of Almost Periodic Solutions for Memristive Cohen-Grossberg Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Song Zhu, Yuanchu Shen, Chaoxu Mu, Xiaoyang Liu, Shiping Wen
2024 J jnl
Improved Fixed-Time Event-Triggered Average Consensus of Multi-Agent Systems Under DoS Attacks.
IEEE Trans. Circuits Syst. II Express Briefs
Minghao Hui, Xiaoyang Liu, Jinde Cao
2024 J jnl
Input-to-state stability of delayed memristor-based inertial neural networks via non-reduced order method.
Neural Networks
Yuxin Jiang, Song Zhu, Xiaoyang Liu, Shiping Wen, Chaoxu Mu
2024 J jnl
Multistability and Robustness of Competitive Neural Networks With Time-Varying Delays.
IEEE Trans. Neural Networks Learn. Syst.
Song Zhu, Jiahui Zhang, Xiaoyang Liu, Mouquan Shen, Shiping Wen, Chaoxu Mu
2024 J jnl
Multistability of Complex-Valued NNs With General Periodic-Type Activation Functions and Its Application to Associative Memories.
IEEE Trans. Syst. Man Cybern. Syst.
Qianyu Zhao, Song Zhu, Chaoxu Mu, Xiaoyang Liu, Shiping Wen
2024 J jnl
Multistability of recurrent neural networks with general periodic activation functions and unbounded time-varying delays.
J. Frankl. Inst.
Jiarui Wang, Song Zhu, Qingyang Ma, Chaoxu Mu, Xiaoyang Liu, Shiping Wen
2024 J jnl
Novel Exponential Stability Criteria for Switched Neutral-Type Neural Networks With Mixed Delays.
IEEE Trans. Circuits Syst. II Express Briefs
Chuntao Pang, Song Zhu, Mouquan Shen, Xiaoyang Liu, Shiping Wen
2024 J jnl
Reachable Set Estimation for Delayed Memristive Neural Networks With Bounded Disturbances.
IEEE Trans. Syst. Man Cybern. Syst.
Song Zhu, Moxuan Guo, Chaoxu Mu, Xiaoyang Liu, Shiping Wen
2024 J jnl
Unified analysis on multistablity of fraction-order multidimensional-valued memristive neural networks.
Neural Networks
Jiarui Wang, Song Zhu, Chaoxu Mu, Xiaoyang Liu, Shiping Wen
2023 — conf
Design of Memristor-Based Binarized Multi-layer Neural Network with High Robustness.
ICONIP (8)
Xiaoyang Liu, Zhigang Zeng, Rusheng Ju
2023 J jnl
Event-Triggered Finite-Time Synchronization Control for Quaternion-Valued Memristive Neural Networks by an Non-Decomposition Method.
IEEE Trans. Netw. Sci. Eng.
Jing Ping, Song Zhu, Mingxiao Shi, Siman Wu, Mouquan Shen, Xiaoyang Liu, Shiping Wen
2023 J jnl
Further Results on Fixed-Time Cluster Synchronization of Coupled Neural Networks.
Neural Process. Lett.
Rujia Huang, Xiaoyang Liu, Jinde Cao
2023 J jnl
Improved Criteria for Stability of a Class of Recurrent Neural Networks With Generalized Piecewise Constant Argument.
IEEE Trans. Syst. Man Cybern. Syst.
Yue Chen, Song Zhu, Chaoxu Mu, Xiaoyang Liu, Shiping Wen
2023 J jnl
Mittag-Leffler stability of fractional-order quaternion-valued memristive neural networks with generalized piecewise constant argument.
Neural Networks
Jingjing Wang, Song Zhu, Xiaoyang Liu, Shiping Wen
2023 J jnl
Multiple Mittag-Leffler Stability of Fractional-Order Complex-Valued Memristive Neural Networks With Delays.
IEEE Trans. Cybern.
Yuanchu Shen, Song Zhu, Xiaoyang Liu, Shiping Wen
2022 J jnl
Analysis and Design of Multivalued High-Capacity Associative Memories Based on Delayed Recurrent Neural Networks.
IEEE Trans. Cybern.
Jiahui Zhang, Song Zhu, Gang Bao, Xiaoyang Liu, Shiping Wen
2022 J jnl
Finite/fixed-time synchronization of memristive neural networks via event-triggered control.
Knowl. Based Syst.
Jing Ping, Song Zhu, Xiaoyang Liu
2022 J jnl
Fixed-Time Containment Control for Nonlinear Multi-Agent Systems With External Disturbances.
IEEE Trans. Circuits Syst. II Express Briefs
Luxiang Wang, Xiaoyang Liu, Jinde Cao, Xiaoting Hu
2022 J jnl
Fixed-Time Synchronization of Multi-weighted Complex Networks Via Economical Controllers.
Neural Process. Lett.
Xiaoyang Liu, Shao Shao, Yuanfa Hu, Jinde Cao
2022 J jnl
Fixed-time bipartite consensus of nonlinear multi-agent systems under directed signed graphs with disturbances.
J. Frankl. Inst.
Zhou Xu, Xiaoyang Liu, Jinde Cao, Mei Song
2022 J jnl
Memristor crossbar architectures for implementing deep neural networks.
Complex Intell. Syst.
Xiaoyang Liu, Zhigang Zeng
2022 J jnl
Memristor-Based HTM Spatial Pooler With On-Device Learning for Pattern Recognition.
IEEE Trans. Syst. Man Cybern. Syst.
Xiaoyang Liu, Yi Huang, Zhigang Zeng, Donald C. Wunsch
2022 J jnl
Observer-based state estimation for memristive neural networks with time-varying delay.
Knowl. Based Syst.
Moxuan Guo, Song Zhu, Xiaoyang Liu
2022 J jnl
Predefined-Time Bipartite Consensus of Networked Euler-Lagrange Systems via Sliding-Mode Control.
IEEE Trans. Circuits Syst. II Express Briefs
Meng Tao, Xiaoyang Liu, Shao Shao, Jinde Cao
2021 J jnl
Finite/Fixed-Time Synchronization of Delayed Inertial Memristive Neural Networks with Discontinuous Activations and Disturbances.
Neural Process. Lett.
Haibin He, Xiaoyang Liu, Jinde Cao, Nan Jiang
2021 J jnl
Multistability and associative memory of neural networks with Morita-like activation functions.
Neural Networks
Yuanchu Shen, Song Zhu, Xiaoyang Liu, Shiping Wen
2021 J jnl
Prespecified-time synchronization of switched coupled neural networks via smooth controllers.
Neural Networks
Shao Shao, Xiaoyang Liu, Jinde Cao
2020 J jnl
Event-based bipartite multi-agent consensus with partial information transmission and communication delays under antagonistic interactions.
Sci. China Inf. Sci.
Lulu Li, Xiaoyang Liu, Wei Huang
2020 J jnl
Exponential synchronization of neural networks with time-varying delays and stochastic impulses.
Neural Networks
Yifan Sun, Lulu Li, Xiaoyang Liu
2020 J jnl
Finite/Fixed-Time Bipartite Synchronization of Coupled Delayed Neural Networks Under a Unified Discontinuous Controller.
Neural Process. Lett.
Haocong Wu, Xia Wang, Xiaoyang Liu, Jinde Cao
2020 J jnl
Memristor-based LSTM network with in situ training and its applications.
Neural Networks
Xiaoyang Liu, Zhigang Zeng, Donald C. Wunsch II
2020 J jnl
Prespecified-Time Cluster Synchronization of Complex Networks via a Smooth Control Approach.
IEEE Trans. Cybern.
Xiaoyang Liu, Daniel W. C. Ho, Chunli Xie
2019 J jnl
A Unified Framework for Finite-Time and Fixed-Time Stabilization of Neural Networks with General Activations and External Disturbances.
Circuits Syst. Signal Process.
Nan Jiang, Xiaoyang Liu, Jinde Cao
2019 J jnl
Finite-time and fixed-time bipartite consensus of multi-agent systems under a unified discontinuous control protocol.
J. Frankl. Inst.
Xiaoyang Liu, Jinde Cao, Chunli Xie
2019 J jnl
Finite/Fixed-Time Pinning Synchronization of Complex Networks With Stochastic Disturbances.
IEEE Trans. Cybern.
Xiaoyang Liu, Daniel W. C. Ho, Qiang Song, Wenying Xu
2017 J jnl
Discontinuous Observers Design for Finite-Time Consensus of Multiagent Systems With External Disturbances.
IEEE Trans. Neural Networks Learn. Syst.
Xiaoyang Liu, Daniel W. C. Ho, Jinde Cao, Wenying Xu
2016 J jnl
Finite-Time Consensus of Multiagent Systems With a Switching Protocol.
IEEE Trans. Neural Networks Learn. Syst.
Xiaoyang Liu, James Lam, Wenwu Yu, Guanrong Chen
2016 J jnl
Finite-time consensus of second-order multi-agent systems via auxiliary system approach.
J. Frankl. Inst.
Xiaoyang Liu, Jinde Cao, Nan Jiang, Guosheng Hao, Shumei Wang
2016 J jnl
Implementation of Memristive Neural Network With Full-Function Pavlov Associative Memory.
IEEE Trans. Circuits Syst. I Regul. Pap.
Xiaoyang Liu, Zhigang Zeng, Shiping Wen
2016 J jnl
Nonsmooth Finite-Time Synchronization of Switched Coupled Neural Networks.
IEEE Trans. Cybern.
Xiaoyang Liu, Jinde Cao, Wenwu Yu, Qiang Song
2015 J jnl
Discontinuous Lyapunov approach to state estimation and filtering of jumped systems with sampled-data.
Neural Networks
Xiaoyang Liu, Wenwu Yu, Jinde Cao, Shun Chen
2015 J jnl
Finite-time stochastic synchronization of genetic regulatory networks.
Neurocomputing
Nan Jiang, Xiaoyang Liu, Wenwu Yu, Jun Shen
2014 J jnl
A new switching design to finite-time stabilization of nonlinear systems with applications to neural networks.
Neural Networks
Xiaoyang Liu, Daniel W. C. Ho, Wenwu Yu, Jinde Cao
2014 J jnl
Nonsmooth finite-time stabilization of neural networks with discontinuous activations.
Neural Networks
Xiaoyang Liu, Ju H. Park, Nan Jiang, Jinde Cao
2014 J jnl
Synchronization of coupled Duffing-type oscillator dynamical networks.
Neurocomputing
Zhengxin Wang, Jinde Cao, Zhisheng Duan, Xiaoyang Liu
2013 J jnl
Finite-time stochastic stabilization for BAM neural networks with uncertainties.
J. Frankl. Inst.
Xiaoyang Liu, Nan Jiang, Jinde Cao, Shumei Wang, Zhengxin Wang
2013 J jnl
Synchronization in an array of nonidentical neural networks with leakage delays and impulsive coupling.
Neurocomputing
Zhengxin Wang, Jinde Cao, Guanrong Chen, Xiaoyang Liu
2012 — conf
Quasi-synchronization of Delayed Coupled Networks with Non-identical Discontinuous Nodes.
ISNN (1)
Xiaoyang Liu, Wenwu Yu
2012 C conf
Quasi-synchronization of switched linearly coupled complex networks.
ICARCV
Xiaoyang Liu, Wenwu Yu
2011 J jnl
Dissipativity and quasi-synchronization for neural networks with discontinuous activations and parameter mismatches.
Neural Networks
Xiaoyang Liu, Tianping Chen, Jinde Cao, Wenlian Lu
2010 J jnl
Complete Periodic Synchronization of Delayed Neural Networks with Discontinuous Activations.
Int. J. Bifurc. Chaos
Xiaoyang Liu, Jinde Cao, Gan Huang
2010 J jnl
Robust State Estimation for Neural Networks With Discontinuous Activations.
IEEE Trans. Syst. Man Cybern. Part B
Xiaoyang Liu, Jinde Cao
2009 J jnl
On periodic solutions of neural networks via differential inclusions.
Neural Networks
Xiaoyang Liu, Jinde Cao
2009 J jnl
Robust stability analysis of generalized neural networks with multiple discrete delays and multiple distributed delays.
Neurocomputing
Xiaoyang Liu, Nan Jiang