Exponential convergence of Cohen-Grossberg neural networks with continuously distributed leakage delays

Journal of inequalities and applications

Zhibin Chen¹ 

关键词: Cohen-Grossberg neural network;    global exponential convergence;    continuously distributed delay;    leakage term;   

DOI  :  10.1186/1029-242X-2014-48

学科分类：数学（综合）

来源: SpringerOpen

【 摘 要 】

This paper is concerned with the global exponential convergence of Cohen-Grossberg neural networks with continuously distributed leakage delays. By using the Lyapunov functional method and differential inequality techniques, we propose a new approach to establishing some sufficient conditions ensuring that all solutions of the networks converge exponentially to the zero point. Our results complement some recent ones. MSC: 34C25, 34K13, 34K25.

【 授权许可】

CC BY