Title
Delay-dependent H∞ synchronization for chaotic neural networks with network-induced delays and packet dropouts.
Abstract
This paper investigates the problem of H ∞ synchronization for chaotic neural networks with network-induced delays and packet dropouts. A novel master-slave synchronization scheme is established where the network-induced delays and data packet dropouts are taken into consideration. By constructing the Lyapunov functional and employing the Wirtinger-based integral inequality, several delay-dependent conditions are obtained to guarantee that the error system is globally asymptotically stable and satisfies a prescribed H ∞ performance constraint. Finally, two numerical examples are presented to validate the feasibility and effectiveness of the results derived.
Year
DOI
Venue
2016
10.1016/j.neucom.2016.05.026
Neurocomputing
Keywords
Field
DocType
Chaotic neural networks,H∞ synchronization,Network-induced delays,Packet dropouts
Synchronization,Control theory,Network packet,Chaotic neural network,Lyapunov functional,Mathematics,Stability theory
Journal
Volume
Issue
ISSN
214
C
0925-2312
Citations 
PageRank 
References 
4
0.41
24
Authors
3
Name
Order
Citations
PageRank
Yichun Niu183.50
Li Sheng212515.24
Weibo Wang340.41