K. Gopalsamy et Xz. He, DELAY-INDEPENDENT STABILITY IN BIDIRECTIONAL ASSOCIATIVE MEMORY NETWORKS, IEEE transactions on neural networks, 5(6), 1994, pp. 998-1002
It is shown that if the neuronal gains are small compared with the syn
aptic connection weights, then a bidirectional associative memory netw
ork with axonal signal transmission delays converges to the equilibria
associated with exogenous inputs to the network; both discrete and co
ntinuously distributed delays are considered; the asymptotic stability
is global in the state space of neuronal activations and also is inde
pendent of the delays.