This paper is concerned with a delay discrete-time system arising as a discrete-time network of two neurons with McCulloch-Pitts nonlinearity. We obtain the asymptotic behaviors of the solutions of the system for some cases.The results obtained improve and extend the corresponding results established recently by Zhou, Yu and Huang [1].