文献类型：期刊文献

英文题名：Pinning-controlled synchronization of delayed neural networks with distributed-delay coupling via impulsive control

作者：He, Wangli[1];Qian, Feng[1];Cao, Jinde[2]

机构：[1]East China Univ Sci & Technol, Key Lab Adv Control & Optimizat Chem Proc, Shanghai 200237, Peoples R China;[2]Southeast Univ, Dept Math, Nanjing 210096, Jiangsu, Peoples R China

年份：2017

卷号：85

起止页码：1

外文期刊名：NEURAL NETWORKS

收录：;EI(收录号：20164502974715);WOS:【SCI-EXPANDED(收录号:WOS:000390251700002)】；

基金：This work was supported by the National Natural Science Foundation of China (61573141, 61203157,61333010), Fundamental Research Funds for the Central Universities (22A201514046), Scientific Research Foundation for Returned Overseas Chinese Scholars, State Education Ministry and the 111 Project (B08021).

语种：英文

外文关键词：Pinning synchronization; Impulsive control; Neural networks; Distributed delays

摘要：This paper investigates pinning synchronization of coupled neural networks with both current-state coupling and distributed-delay coupling via impulsive control. A novel impulse pinning strategy involving pinning ratio is proposed and a general criterion is derived to ensure an array of neural networks with two different topologies synchronizes with the desired trajectory. In order to handle the difficulties of high-dimension criteria, some inequality techniques and matrix decomposition methods through simultaneous diagonalization of two matrices are introduced and low-dimensional criteria are obtained. Finally, an illustrative example is given to show the effectiveness of the proposed method. (C) 2016 Elsevier Ltd. All rights reserved.