Table of Contents Author Guidelines Submit a Manuscript
Abstract and Applied Analysis
Volume 2014 (2014), Article ID 905415, 10 pages
Research Article

Existence and Stability of Almost Periodic Solution for a Stochastic Cellular Neural Network with External Perturbation

1School of Mathematics and Statistics, Hefei Normal University, Hefei 230601, China
2School of Mathematical Science, Anhui University, Hefei 230039, China

Received 26 December 2013; Accepted 3 March 2014; Published 9 April 2014

Academic Editor: Micah Osilike

Copyright © 2014 Hui Zhou et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.


A class of stochastic cellular neural networks with external perturbation is investigated. By employing fixed points principle and some stochastic analysis techniques, we establish some sufficient conditions for existence and exponential stability of a quadratic mean almost periodic solution of the model. The new criteria not only improve some classical results but also are applied in real problems due to the changes of external input.