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A criterion for the uniform asymptotic stability of the equilibrium point of impulsive delayed Hopfieldneural networks is presented by using Lyapunov functions and linear matrix inequality approach. Thecriterion is a less restrictive version of a recent result. By means of constructing the extended impulsive Halanayinequality, we also analyze the exponential stability of impulsive delayed Hopfield neural networks. Some newsufficient conditions ensuring exponential stability of the equilibrium point of impulsive delayed Hopfield neuralnetworks are obtained. An example showing the effectiveness of the present criterion is given

Asymptotic Stability and Exponential Stability of Impulsive Delayed Hopfield Neural Networks