STUDY ON STABILITY OF DISCRETE\|TIME HOPFIELD NEURAL NETWORKS
Xiaoxin Liao · 1999
In this paper,we present some results for discrete\|time Hopfield neural networks,which extend the stability results and existence criteria of 2\|period limit cycles given by previous authors.These results are proved strictly here.Furthermore,we propose new conceps on the stability and limit cycles of part neurons in a network,and related criteria.Several examples are given to illustrate the complexity of the asymptoticall behavior of this kind of networks.