时滞脉冲型Hopfield神经网络的全局指数稳定性

Exponential Stability of Impulsive Hopfield Neural Networks with Delays

基于众多领域及生物神经网络本身所存在的脉冲瞬动现象，本文首次提出并研究了带时滞的脉冲型Hopfield神经网络的全局指定稳定性问题，并讨论了其平衡态的存在唯一性．

On the basis of the fact that many evolutionary processes,especially for biological neural networks,exhibit impulsive phenomena, the problem of the exponential stability (in the large) for impulsiveHopfield neural networks with delays which has not been studied up to now is introduced and studied in thepaper. The stability theory,existence and uniquenes of the equilibrium for such neural network dynamics areestablished.