STABILITY CONDITIONS OF ASYMMETRIC HOPFIELD NEURAL NETWORKS WITH TIME-DELAY AND ITS APPLICATION
时延不对称Hopfield神经网络的稳定条件及其应用

In this paper, the global asymptotic stability of equilibrium point for asymmetric Hopfield neural networks with time-delay is discussed, and the sufficient conditions for global asymptotic stability of the equilibrium point are obtained. Finally, the applications of these results in the design and the parameter selection of neural networks are illustrated.