Pp. Civalleri et M. Gilli, ON THE DYNAMIC BEHAVIOR OF 2-CELL CELLULAR NEURAL NETWORKS, International journal of circuit theory and applications, 21(5), 1993, pp. 451-471
A complete study of non-linear differential equations describing two-c
ell cellular neural networks (CNNs) is presented. The stability proper
ties are investigated and the domains of attraction of the stable fixe
d points are determined. Also, the conditions for the existence of per
iodic and homoclinic cycles are stated.