STABILITY IN ASYMMETRIC HOPFIELD NETS WITH TRANSMISSION DELAYS

被引:496
作者
GOPALSAMY, K
HE, XZ
机构
[1] School of Information Science and Technology, Flinders University, Adelaide, 5001
关键词
D O I
10.1016/0167-2789(94)90043-4
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Sufficient conditions are derived for the delay independent stability of the equilibria in Hopfield's graded response networks of the type dx(i)(t)/dt = -b(i)x(i)(t) + SIGMA(j=1)n a(ij)f(j)(mu(j)x(j)(t - tau(ij)) + F(i)(t) (i = 1,2,...,n) when the external inputs F(i) are held temporally uniform. A generalization to continuously distributed delays is briefly indicated. Several illustrative examples are numerically simulated and the results of simulations are graphically displayed.
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页码:344 / 358
页数:15
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