4.6 Article

Global μ-stability of impulsive reaction-diffusion neural networks with unbounded time-varying delays and bounded continuously distributed delays

Journal

NEUROCOMPUTING
Volume 157, Issue -, Pages 1-10

Publisher

ELSEVIER
DOI: 10.1016/j.neucom.2015.01.044

Keywords

Unbounded time-varying delays; Mixed time delays; Impulsive; Reaction-diffusion; Global mu-stability

Funding

  1. National 973 Program of China [51334020202-2, 51334020204-2]

Ask authors/readers for more resources

This paper investigates the global mu-stability for impulsive cellular neural networks with reaction-diffusion terms and mixed delays, where mixed delays consist of unbounded time-varying delays and bounded continuously distributed delays. The model under consideration is more general than those investigated in most existing literature. By establishing a novel Lyapunov-Krasovskii functional and employing the delay differential inequality with impulsive initial conditions, boundary conditions and LMI, we obtain two concise and sufficient conditions ensuring global mu-stability of the impulsive reaction-diffusion cellular neural networks with mixed delays. The newly obtained criteria are concerned with the reaction-diffusion coefficients and the regional feature. However, they are independent of boundaries of variable time delays. Several corollaries are also presented. Finally, three concrete numerical examples are given to demonstrate the effectiveness and superiority of our main results. (C) 2015 Elsevier B.V. All rights reserved.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available