Large-time dynamics of discrete-time neural networks with McCulloch-Pitts nonlinearity
MetadataShow full metadata
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.
CitationDai, B., Huang, L., & Qian, X. (2003). Large-time dynamics of discrete-time neural networks with McCulloch-Pitts nonlinearity. Electronic Journal of Differential Equations, 2003(45), pp. 1-8.
This work is licensed under a Creative Commons Attribution 4.0 International License.