Global exponential stability of Hopfield neural networks with delays
Xinming Chen · 2008
This paper is concerned with the global stability of Hopfield neural networks with time-varying de- lays.Under assumption that the nonlinear stimulate functions are Lipschitz continuous,by means of generalized Halanay inequalities,Dini's derivative and functional analysis techniques,several global exponential stability criteria are established,which are only dependent on the parameters of the system.