Stability in Cohen-Grossberg-type bidirectional associative memory neural networks with time-varying delays. (English) Zbl 1118.37038

Cao, Jinde; Song, Qiankun

Nonlinearity 19, No. 7, 1601-1617 (2006).

The authors study the exponential stability of a class of Cohen-Grossberg type bidirectional associative memory neural networks with constant coefficients but time-varying delays. Several sufficient conditions are derived for the existence, uniqueness and globally exponential stability of an equilibrium, which generalize some related results in the literature.

Reviewer: Meng Fan (Changchun)

MSC:

37N25	Dynamical systems in biology
92B20	Neural networks for/in biological studies, artificial life and related topics
93C23	Control/observation systems governed by functional-differential equations

Keywords:

exponential stability; Cohen-Grossberg type BAM neural networks