Globally Exponential Stability of Hopfield Neural Networks with Time varying Delays

Employing the extended Halanay′s delay differential inequality and Lypunov functions,we study globally exponential stability of equilibrium states of Hopfield neural networks with time varying delays.The results presented here are independent of any unknown function and are the algebraic oriteria entirely,which are obviously easy to be used.