The Existence and Global $p$-Exponential Stability of Periodic Solution for Stochastic BAM Neural Networks with Delays
Year: 2024
Author: Yayu Li, Dingshi Li
Journal of Nonlinear Modeling and Analysis, Vol. 6 (2024), Iss. 1 : pp. 19–31
Abstract
In this paper, we consider a class of stochastic BAM neural networks with delays. By establishing new integral inequalities and using the properties of spectral radius of nonnegative matrix, some sufficient conditions for the existence and global $p$-exponential stability of periodic solution for stochastic BAM neural networks with delays are given. An example is provided to show the effectiveness of the theoretical results.
Journal Article Details
Publisher Name: Global Science Press
Language: English
DOI: https://doi.org/10.12150/jnma.2024.19
Journal of Nonlinear Modeling and Analysis, Vol. 6 (2024), Iss. 1 : pp. 19–31
Published online: 2024-01
AMS Subject Headings:
Copyright: COPYRIGHT: © Global Science Press
Pages: 13
Keywords: Global $p$-exponential stability periodic solution BAM neural networks stochastic.