Exponential stability of cellular neural networks with multiple time delays and impulsive effects

• 来源期刊: 中国物理B（英文版）
• 关键词: cellular neural networks (CNNs) multi-delays exponential stability linear matrix in equality (LMI)
• 年，卷（期）: 2008,（11）
• 页码范围: 4091-4099
• 页数: 9页
• 语种: 英文

摘要

In this work,the stability issues of the equilibrium points of the cellular neural networks with multiple time delays and impulsive effects are investigated.Based on the stability theory of Lyapunov-Krasovskii,the method of linear matrix inequality (LMI) and parametrized first-order model transformation,several novel conditions guaranteeing the delaydependent and the delay-independent exponential stabilities are obtained.A numerical example is given to illustrate the effectiveness of our results.