Title
Finite-Time Passivity of Adaptive Coupled Neural Networks With Undirected and Directed Topologies.
Abstract
In this paper, the finite-time passivity (FTP) problem for two classes of coupled neural networks (CNNs) with adaptive coupling weights is discussed. By selecting appropriate adaptive laws and controllers, several FTP conditions are given for CNNs with undirected and directed topologies. Furthermore, some finite-time synchronization conditions are also established by employing the FTP of the CNNs. At last, two numeral examples are used to check the correctness of the obtained criteria.
Year
DOI
Venue
2020
10.1109/TCYB.2018.2882252
IEEE Transactions on Cybernetics
Keywords
DocType
Volume
Synchronization,Artificial neural networks,Couplings,Network topology,Topology,Adaptation models,Adaptive systems
Journal
50
Issue
ISSN
Citations 
5
2168-2267
6
PageRank 
References 
Authors
0.40
0
5
Name
Order
Citations
PageRank
Jin-Liang Wang170934.45
Xiao-Xiao Zhang2292.35
Huai-Ning Wu3210498.52
Tingwen Huang45684310.24
Qing Wang534576.64