文献类型：期刊文献

英文题名：Lag Synchronization Criteria for Memristor-Based Coupled Neural Networks via Parameter Mismatches Analysis Approach

作者：Li, Ning[1];Cao, Jinde[2,3,4];Alsaedi, Ahmed[5];Alsaadi, Fuad[6]

第一作者：李宁

通讯作者：Li, N[1]

机构：[1]Henan Univ Econ & Law, Coll Math & Informat Sci, Zhengzhou 450046, Henan, Peoples R China;[2]Southeast Univ, Sch Math, Nanjing 210096, Jiangsu, Peoples R China;[3]Southeast Univ, Res Ctr Complex Syst & Network Sci, Nanjing 210096, Jiangsu, Peoples R China;[4]King Abdulaziz Univ, Dept Math, Fac Sci, Jeddah 21589, Saudi Arabia;[5]King Abdulaziz Univ, Nonlinear Anal & Appl Math Res Grp, Fac Sci, Jeddah 21589, Saudi Arabia;[6]King Abdulaziz Univ, Dept Elect & Comp Engn, Fac Engn, Jeddah 21589, Saudi Arabia

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.|[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;

年份：2017

卷号：29

期号：6

起止页码：1721-1744

外文期刊名：NEURAL COMPUTATION

收录：;EI(收录号：20172203706889);Scopus(收录号：2-s2.0-85019892714);WOS:【SCI-EXPANDED(收录号:WOS:000401976000010)】；

基金：This work was jointly supported by the National Natural Science Foundation of China under grants 61573096, 61603125, 61640315, and 61573189; the 333 Engineering Foundation of Jiangsu Province of China under grant BRA2015286; and the Key Program of Higher Education of He'nan Province under grant 17A120001.

语种：英文

外文关键词：Memristors - Synchronization

摘要：This letter focuses on lag synchronization control analysis for memristor-based coupled neural networks with parameter mismatches. Due to the parameter mismatches, lag complete synchronization in general cannot be achieved. First, based on the -measure method, generalized Halanay inequality, together with control algorithms, some sufficient conditions are obtained to ensure that coupled memristor-based neural networks are in a state of lag synchronization with an error. Moreover, the error level is estimated. Second, we show that memristor-based coupled neural networks with parameter mismatches can reach lag complete synchronization under a discontinuous controller. Finally, two examples are given to illustrate the effectiveness of the proposed criteria and well support theoretical results.