Qualitative analysis of impulsive hopfield neural network

Many evolutionary processes, particularly some biological systems, exhibit impulsive dynamical behaviors, and they can be well described by impulsive Hopfield neural networks. This paper formulates and studies a model of impulsive Hopfield neural networks. Several fundamental issues such as global exponential stability, existence, and uniqueness of equilibria of such neural networks are established.