DELAY-INDEPENDENT STABILITY IN BIDIRECTIONAL ASSOCIATIVE MEMORY NETWORKS

Authors
GOPALSAMY K HE XZ
Citation
K. Gopalsamy et Xz. He, DELAY-INDEPENDENT STABILITY IN BIDIRECTIONAL ASSOCIATIVE MEMORY NETWORKS, IEEE transactions on neural networks, 5(6), 1994, pp. 998-1002
Citations number
15
Categorie Soggetti
Computer Application, Chemistry & Engineering","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence","Computer Science Hardware & Architecture","Computer Science Theory & Methods
Journal title
IEEE transactions on neural networks → ACNP
ISSN journal
10459227
Volume
5
Issue
6
Year of publication
1994
Pages
998 - 1002
Database
ISI
SICI code
1045-9227(1994)5:6<998:DSIBAM>2.0.ZU;2-K
Abstract
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.