Single chaotic neuron with time-delay
Xie Li, Xing He, Weidong Zhang, Xiaoming Xu · 2002
A single neuron with time-delay is investigated in this paper. The considered time-delay neuron can exhibit very complex dynamical behaviors. The stability of the system is analyzed based on functional differential equation theory. Nine regions are divided according to the parameters. Some of the stable regions will become unstable with the time-delay increasing. Three types of dynamical characteristic, e.g. limit circle, periodical motion and chaotic attractors, are illustrated by numerical simulations.