Finite-time passivity of multiple weighted coupled uncertain neural networks with directed and undirected topologies

被引：9

作者：

Zhang, Xiao-Xiao ^{[1
]}

Wang, Jin-Liang ^{[1
,2
]}

Zhang, Yu ^{[1
]}

Fan, Shao-Qing ^{[1
]}

机构：

[1] Tianjin Polytech Univ, Sch Comp Sci & Technol, Tianjin Key Lab Autonomous Intelligence Technol &, Tianjin 300387, Peoples R China

[2] Linyi Univ, Sch Automat & Elect Engn, Linyi 276005, Shandong, Peoples R China

来源：

NEUROCOMPUTING | 2019年 / 367卷

基金：

中国国家自然科学基金;

关键词：

Coupled uncertain neural networks; Finite-time passivity; Finite-time synchronization; Multiple weights; PINNING CONTROL; GLOBAL SYNCHRONIZATION; DYNAMICAL NETWORKS; COMPLEX NETWORKS;

D O I：

10.1016/j.neucom.2019.06.056

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper is mainly concerned with the finite-time passivity (FTP) of the multiple weighted coupled uncertain neural networks (CUNNs) with directed and undirected topologies. First of all, by selecting the appropriate controller, some criteria are established for the FTP of the multiple weighted CUNNs with directed topology. Then, a finite-time synchronization (FTS) criterion is derived based on the FTP of the multiple weighted CUNNs with directed topology. Similarly, we also concern the FTP and FTS of the multiple weighted CUNNs with undirected topology. Finally, simulation examples verify the validity of the results. (C) 2019 Elsevier B.V. All rights reserved.

引用

页码：217 / 225

页数：9

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