Exponential Convergence of a SICNN with Leakage Delays and Continuously Distributed Delays of Neutral Type

This paper concerns with a shunting inhibitory cellular neural network with leakage delays and continuously distributed delays of neutral type. By using Lyapunov functional method and differential inequality techniques, we employ a novel argument to establish a criterion on the global exponential co...

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Bibliographic Details
Published in:Neural processing letters 2015-04, Vol.41 (2), p.239-247
Main Authors: Zhao, Changhong, Wang, Zengyun
Format: Article
Language:English
Subjects:
Artificial Intelligence
Cellular communication
Complex Systems
Computational Intelligence
Computer Science
Conflicts of interest
Convergence
Leakage
Mathematical functions
Neural networks
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Summary:This paper concerns with a shunting inhibitory cellular neural network with leakage delays and continuously distributed delays of neutral type. By using Lyapunov functional method and differential inequality techniques, we employ a novel argument to establish a criterion on the global exponential convergence of the network. Our results complement some recent ones.
ISSN:1370-4621
1573-773X
DOI:10.1007/s11063-014-9341-1