Sufficient and necessary condition for existence and uniqueness of equilibrium point of a class of cellular neural networks with delay

A class of cellular neural networks with delay is studied.For a class of extensive activity functions,a sufficient and necessary condition is derived for the existence and uniqueness of the equilibrium point by using the matrix theory.The condition is delay-dependent and easily verifiable.