Large-time dynamics of discrete-time neural networks with McCulloch-Pitts nonlinearity
Binxiang Dai, Lihong Huang, Xiangzhen Qian · DOAJ (DOAJ: Directory of Open Access Journals) · 2003
We consider a discrete-time network system of two neurons with McCulloch-Pitts nonlinearity. We show that if a parameter is sufficiently small, then network system has a stable periodic solution with minimal period 4k, and if the parameter is large enough, then the solutions of system converge to single equilibrium.