Paper Info
Title
Existence and stability of almost periodic solutions for CNNs with continuously distributed leakage delays.
Abstract
In this paper, a class of nonlinear nonautonomous cellular neural networks system with the introduction of continuously distributed delays in the leakage (or forgetting) terms is considered. By using Lyapunov functional method and differential inequality techniques, without assuming the boundedness on the activation functions, we derive a set of easily verifiable sufficient conditions that guarantee the existence and exponential stability of almost periodic solutions for the system. Moreover, an example and its numerical simulation are given to demonstrate the feasibility of our method.
Year
DOI
Venue
2014
10.1007/s00521-012-1336-0
Neural Computing and Applications
Keywords
DocType
Volume
Cellular neural networks, Almost periodic solution, Exponential stability, Continuously distributed delay, Leakage term
Journal
24
Issue
ISSN
Citations 
5
1433-3058
16
PageRank 
References 
Authors
0.92
8
1
Name
Order
Citations
PageRank
Zhang Hong1183.74