Robust stability analysis of generalized neural networks with multiple discrete delays and multiple distributed delays. - Xiaoyang Liu 002; Nan Jiang 018 (Neurocomputing, 2009)

On periodic solutions of neural networks via differential inclusions. - Xiaoyang Liu 002; Jinde Cao (Neural Networks, 2009)

Complete Periodic Synchronization of Delayed Neural Networks with Discontinuous Activations. - Xiaoyang Liu 002; Jinde Cao; Gan Huang (Int. J. Bifurc. Chaos, 2010)

Robust State Estimation for Neural Networks With Discontinuous Activations. - Xiaoyang Liu 002; Jinde Cao (IEEE Trans. Syst. Man Cybern. Part B, 2010)

Dissipativity and quasi-synchronization for neural networks with discontinuous activations and parameter mismatches. - Xiaoyang Liu 002; Tianping Chen; Jinde Cao; Wenlian Lu (Neural Networks, 2011)

Quasi-synchronization of switched linearly coupled complex networks. - Xiaoyang Liu 002; Wenwu Yu (ICARCV, 2012)

Quasi-synchronization of Delayed Coupled Networks with Non-identical Discontinuous Nodes. - Xiaoyang Liu 002; Wenwu Yu (ISNN (1), 2012)

Synchronization in an array of nonidentical neural networks with leakage delays and impulsive coupling. - Zhengxin Wang; Jinde Cao; Guanrong Chen; Xiaoyang Liu 002 (Neurocomputing, 2013)

Finite-time stochastic stabilization for BAM neural networks with uncertainties. - Xiaoyang Liu 002; Nan Jiang 018; Jinde Cao; Shumei Wang; Zhengxin Wang (J. Frankl. Inst., 2013)

Synchronization of coupled Duffing-type oscillator dynamical networks. - Zhengxin Wang; Jinde Cao; Zhisheng Duan; Xiaoyang Liu 002 (Neurocomputing, 2014)

A new switching design to finite-time stabilization of nonlinear systems with applications to neural networks. - Xiaoyang Liu 002; Daniel W. C. Ho; Wenwu Yu; Jinde Cao (Neural Networks, 2014)

Nonsmooth finite-time stabilization of neural networks with discontinuous activations. - Xiaoyang Liu 002; Ju H. Park 001; Nan Jiang 018; Jinde Cao (Neural Networks, 2014)

Finite-time stochastic synchronization of genetic regulatory networks. - Nan Jiang 018; Xiaoyang Liu 002; Wenwu Yu; Jun Shen (Neurocomputing, 2015)

Discontinuous Lyapunov approach to state estimation and filtering of jumped systems with sampled-data. - Xiaoyang Liu 002; Wenwu Yu; Jinde Cao; Shun Chen (Neural Networks, 2015)

Finite-time consensus of second-order multi-agent systems via auxiliary system approach. - Xiaoyang Liu 002; Jinde Cao; Nan Jiang 018; Guosheng Hao; Shumei Wang (J. Frankl. Inst., 2016)

Implementation of Memristive Neural Network With Full-Function Pavlov Associative Memory. - Xiaoyang Liu 002; Zhigang Zeng; Shiping Wen 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2016)

Nonsmooth Finite-Time Synchronization of Switched Coupled Neural Networks. - Xiaoyang Liu 002; Jinde Cao; Wenwu Yu; Qiang Song 001 (IEEE Trans. Cybern., 2016)

Finite-Time Consensus of Multiagent Systems With a Switching Protocol. - Xiaoyang Liu 002; James Lam; Wenwu Yu; Guanrong Chen (IEEE Trans. Neural Networks Learn. Syst., 2016)

Discontinuous Observers Design for Finite-Time Consensus of Multiagent Systems With External Disturbances. - Xiaoyang Liu 002; Daniel W. C. Ho; Jinde Cao; Wenying Xu (IEEE Trans. Neural Networks Learn. Syst., 2017)

A Unified Framework for Finite-Time and Fixed-Time Stabilization of Neural Networks with General Activations and External Disturbances. - Nan Jiang 018; Xiaoyang Liu 002; Jinde Cao (Circuits Syst. Signal Process., 2019)

Finite-time and fixed-time bipartite consensus of multi-agent systems under a unified discontinuous control protocol. - Xiaoyang Liu 002; Jinde Cao; Chunli Xie (J. Frankl. Inst., 2019)

Finite/Fixed-Time Pinning Synchronization of Complex Networks With Stochastic Disturbances. - Xiaoyang Liu 002; Daniel W. C. Ho; Qiang Song 001; Wenying Xu (IEEE Trans. Cybern., 2019)

Event-based bipartite multi-agent consensus with partial information transmission and communication delays under antagonistic interactions. - Lulu Li 001; Xiaoyang Liu 002; Wei Huang 020 (Sci. China Inf. Sci., 2020)

Memristor-based LSTM network with in situ training and its applications. - Xiaoyang Liu 002; Zhigang Zeng; Donald C. Wunsch II (Neural Networks, 2020)

Exponential synchronization of neural networks with time-varying delays and stochastic impulses. - Yifan Sun 004; Lulu Li 001; Xiaoyang Liu 002 (Neural Networks, 2020)

Finite/Fixed-Time Bipartite Synchronization of Coupled Delayed Neural Networks Under a Unified Discontinuous Controller. - Haocong Wu; Xia Wang; Xiaoyang Liu 002; Jinde Cao (Neural Process. Lett., 2020)

Prespecified-Time Cluster Synchronization of Complex Networks via a Smooth Control Approach. - Xiaoyang Liu 002; Daniel W. C. Ho; Chunli Xie (IEEE Trans. Cybern., 2020)

Prespecified-time synchronization of switched coupled neural networks via smooth controllers. - Shao Shao; Xiaoyang Liu 002; Jinde Cao (Neural Networks, 2021)

Multistability and associative memory of neural networks with Morita-like activation functions. - Yuanchu Shen; Song Zhu; Xiaoyang Liu 002; Shiping Wen 001 (Neural Networks, 2021)

Finite/Fixed-Time Synchronization of Delayed Inertial Memristive Neural Networks with Discontinuous Activations and Disturbances. - Haibin He 003; Xiaoyang Liu 002; Jinde Cao; Nan Jiang 018 (Neural Process. Lett., 2021)

Fixed-time bipartite consensus of nonlinear multi-agent systems under directed signed graphs with disturbances. - Zhou Xu; Xiaoyang Liu 002; Jinde Cao; Mei Song (J. Frankl. Inst., 2022)

Observer-based state estimation for memristive neural networks with time-varying delay. - Moxuan Guo; Song Zhu; Xiaoyang Liu 002 (Knowl. Based Syst., 2022)

Fixed-Time Synchronization of Multi-weighted Complex Networks Via Economical Controllers. - Xiaoyang Liu 002; Shao Shao; Yuanfa Hu; Jinde Cao (Neural Process. Lett., 2022)

Predefined-Time Bipartite Consensus of Networked Euler-Lagrange Systems via Sliding-Mode Control. - Meng Tao; Xiaoyang Liu 002; Shao Shao; Jinde Cao (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Fixed-Time Containment Control for Nonlinear Multi-Agent Systems With External Disturbances. - Luxiang Wang; Xiaoyang Liu 002; Jinde Cao; Xiaoting Hu (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Analysis and Design of Multivalued High-Capacity Associative Memories Based on Delayed Recurrent Neural Networks. - Jiahui Zhang; Song Zhu; Gang Bao 002; Xiaoyang Liu 002; Shiping Wen 001 (IEEE Trans. Cybern., 2022)

Memristor-Based HTM Spatial Pooler With On-Device Learning for Pattern Recognition. - Xiaoyang Liu 002; Yi Huang 008; Zhigang Zeng; Donald C. Wunsch (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Design of Memristor-Based Binarized Multi-layer Neural Network with High Robustness. - Xiaoyang Liu 002; Zhigang Zeng; Rusheng Ju (ICONIP (8), 2023)

Further Results on Fixed-Time Cluster Synchronization of Coupled Neural Networks. - Rujia Huang; Xiaoyang Liu 002; Jinde Cao (Neural Process. Lett., 2023)

Event-Triggered Finite-Time Synchronization Control for Quaternion-Valued Memristive Neural Networks by an Non-Decomposition Method. - Jing Ping; Song Zhu; Mingxiao Shi; Siman Wu; Mouquan Shen; Xiaoyang Liu 002; Shiping Wen 001 (IEEE Trans. Netw. Sci. Eng., 2023)

Mittag-Leffler stability of fractional-order quaternion-valued memristive neural networks with generalized piecewise constant argument. - Jingjing Wang; Song Zhu; Xiaoyang Liu 002; Shiping Wen 001 (Neural Networks, 2023)

Multiple Mittag-Leffler Stability of Fractional-Order Complex-Valued Memristive Neural Networks With Delays. - Yuanchu Shen; Song Zhu; Xiaoyang Liu 002; Shiping Wen 001 (IEEE Trans. Cybern., 2023)

Improved Criteria for Stability of a Class of Recurrent Neural Networks With Generalized Piecewise Constant Argument. - Yue Chen; Song Zhu; Chaoxu Mu; Xiaoyang Liu 002; Shiping Wen 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Multistability of recurrent neural networks with general periodic activation functions and unbounded time-varying delays. - Jiarui Wang; Song Zhu; Qingyang Ma; Chaoxu Mu; Xiaoyang Liu 002; Shiping Wen 001 (J. Frankl. Inst., 2024)

Event-triggered impulsive cluster synchronization of coupled reaction-diffusion neural networks and its application to image encryption. - Minghao Hui; Xiaoyang Liu 002; Song Zhu; Jinde Cao (Neural Networks, 2024)

Input-to-state stability of delayed memristor-based inertial neural networks via non-reduced order method. - Yuxin Jiang; Song Zhu; Xiaoyang Liu 002; Shiping Wen 001; Chaoxu Mu (Neural Networks, 2024)

Unified analysis on multistablity of fraction-order multidimensional-valued memristive neural networks. - Jiarui Wang; Song Zhu; Chaoxu Mu; Xiaoyang Liu 002; Shiping Wen 001 (Neural Networks, 2024)

Event-Based Output Quantized Synchronization Control for Multiple Delayed Neural Networks. - Yue Chen; Song Zhu; Mouquan Shen; Xiaoyang Liu 002; Shiping Wen 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Further Results on Fixed-Time Leader-Following Consensus of Heterogeneous Multiagent Systems With External Disturbances. - Xiaoyang Liu 002; Luxiang Wang; Jinde Cao (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Novel Exponential Stability Criteria for Switched Neutral-Type Neural Networks With Mixed Delays. - Chuntao Pang; Song Zhu; Mouquan Shen; Xiaoyang Liu 002; Shiping Wen 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Event-Based Global Exponential Synchronization for Quaternion-Valued Fuzzy Memristor Neural Networks With Time-Varying Delays. - Yue Chen; Song Zhu; Huaicheng Yan 001; Mouquan Shen; Xiaoyang Liu 002; Shiping Wen 001 (IEEE Trans. Fuzzy Syst., 2024)

Generalized Halanay-Type Inequalities for Finite-Time Stabilization of Delayed Systems. - Jing Ping; Song Zhu; Chaoxu Mu; Xiaoyang Liu 002; Shiping Wen 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Multistability of Complex-Valued NNs With General Periodic-Type Activation Functions and Its Application to Associative Memories. - Qianyu Zhao; Song Zhu; Chaoxu Mu; Xiaoyang Liu 002; Shiping Wen 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Generalized-Type Multistability of Almost Periodic Solutions for Memristive Cohen-Grossberg Neural Networks. - Song Zhu; Yuanchu Shen; Chaoxu Mu; Xiaoyang Liu 002; Shiping Wen 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Improved Fixed-Time Event-Triggered Average Consensus of Multi-Agent Systems Under DoS Attacks. - Minghao Hui; Xiaoyang Liu 002; Jinde Cao (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Event-Triggered Bipartite Synchronization of Delayed Inertial Memristive Neural Networks With Unknown Disturbances. - Xiaoyang Liu 002; Haibin He 003; Jinde Cao (IEEE Trans. Control. Netw. Syst., 2024)

Fault-Tolerant Synchronization for Memristive Neural Networks With Multiple Actuator Failures. - Mingxin Wang; Song Zhu; Mouquan Shen; Xiaoyang Liu 002; Shiping Wen 001 (IEEE Trans. Cybern., 2024)

Reachable Set Estimation for Delayed Memristive Neural Networks With Bounded Disturbances. - Song Zhu; Moxuan Guo; Chaoxu Mu; Xiaoyang Liu 002; Shiping Wen 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Multistability and Robustness of Competitive Neural Networks With Time-Varying Delays. - Song Zhu; Jiahui Zhang; Xiaoyang Liu 002; Mouquan Shen; Shiping Wen 001; Chaoxu Mu (IEEE Trans. Neural Networks Learn. Syst., 2024)

Finite-time synchronization control for a class of delayed neural networks: an improved two-step control method. - Yue Chen; Song Zhu; Mouquan Shen; Xiaoyang Liu 002; Shiping Wen 001 (Sci. China Inf. Sci., 2025)

Adaptive fuzzy funnel control of nonlinear multi-agent systems via dual-channel event-triggered strategy. - Xiaoyang Liu 002; Minghao Hui; Lu Fan; Wenwu Yu; Jinde Cao (Inf. Sci., 2025)

Predefined-Time Constrained Optimization of MultiAgent Systems Under Impulsive Effects. - Zhuyan Jiang; Xiaoyang Liu 002; Xiang Jiang 008; Jinde Cao (IEEE CAA J. Autom. Sinica, 2025)

Fixed/preassigned-time synchronization of complex networks under aperiodically intermittent event-triggered control. - Ziyu Dong; Yuanfa Hu; Xiaoyang Liu 002; Jinde Cao (Neural Comput. Appl., 2025)

Finite-Time Stabilization of Inertial Memristive Neural Networks via Nonreduced Order Method. - Jun Zhang 089; Song Zhu; Xiaoyang Liu 002; Shiping Wen 001; Chaoxu Mu (IEEE Trans. Neural Networks Learn. Syst., 2025)

Finite-Time Input-to-State Stability of Neural Networks With Disturbances and Prescribed Performance. - Mingxin Wang; Song Zhu; Xiaoyang Liu 002; Shiping Wen 001; Chaoxu Mu (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Finite-Time Synchronization for Delayed NNs via Generalized Halanay Inequalities. - Yue Chen; Song Zhu; Yan Li 037; Xiaoyang Liu 002; Shiping Wen 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Fixed-Time Event-Triggered Bipartite Consensus of Multiagent Systems Under Time-Varying Disconnected Topologies. - Xiaoyang Liu 002; Haibin He 003; Zhuyan Jiang; Lu Fan; Wenwu Yu (IEEE Trans. Syst. Man Cybern. Syst., 2025)