New criteria of almost periodic solution for bam neural networks with delays and impulsive effects

Jun Chen; Baotong Cui; Yan Ji

doi:10.1142/S0129065707001238

New criteria of almost periodic solution for bam neural networks with delays and impulsive effects

Int J Neural Syst. 2007 Oct;17(5):395-406. doi: 10.1142/S0129065707001238.

Authors

Jun Chen¹, Baotong Cui, Yan Ji

Affiliation

¹ College of Communication and Control Engineering, Jiangnan University, 1800 Lihu Rd., Wuxi, Jiangsu 214122, P. R. China.

PMID: 18098371
DOI: 10.1142/S0129065707001238

Abstract

This paper presents some sufficient conditions for the existence and global exponential stability of the almost periodic solution for impulsive bi-directional associative memory neural networks with time-varying delays by using Lyapunov functional and Gronwall-Bellmans inequality technique. Comparing with known literatures, the results of this paper are new and they complement previously known results.

Publication types

Research Support, Non-U.S. Gov't

MeSH terms

Algorithms*
Neural Networks, Computer*
Nonlinear Dynamics
Pattern Recognition, Automated / methods