文献类型：会议论文

英文题名：Bipartite Synchronization Criterion for Coupled Neural Networks with Pining Control

作者：Li, Ning[1,2];Zheng, Wei Xing[2]

第一作者：李宁;Li, Ning

通讯作者：Li, N[1];Li, N[2]

机构：[1]Henan Univ Econ & Law, Coll Math & Informat Sci, Zhengzhou 450046, Henan, Peoples R China;[2]Western Sydney Univ, Sch Comp Engn & Math, Sydney, NSW 2751, Australia

第一机构：河南财经政法大学数学与信息科学学院

通讯机构：[1]corresponding author), Henan Univ Econ & Law, Coll Math & Informat Sci, Zhengzhou 450046, Henan, Peoples R China;[2]corresponding author), Western Sydney Univ, Sch Comp Engn & Math, Sydney, NSW 2751, Australia.|[1048425]河南财经政法大学数学与信息科学学院;[10484]河南财经政法大学;

会议论文集：IEEE International Symposium on Circuits and Systems (IEEE ISCAS)

会议日期：MAY 26-29, 2019

会议地点：Sapporo, JAPAN

语种：英文

外文关键词：Synchronization - Time delay - Time varying control systems - Time varying networks

摘要：In this paper, we discuss the anti-synchronization problem of coupled neural networks with time-varying delay, which is also known as the bipartite synchronization problem. Different from the existing literature, the competitive relationship in coupled neural networks is considered, which can be modeled by a signed graph. Due to the signed topology structure, bipartite synchronization is realized when all states of coupled neural networks converge to a final state with identical magnitude but opposite sign. Under the structurally balanced assumption, a pining control scheme is designed and then the bipartite synchronization criterion for coupled neural networks with time-varying delay is obtained. Finally, we present a numerical example to demonstrate the validity of the obtained results.