An analysis of pulse propagation dynamics in asynchronous chaotic neural networks
Natsuhiro Ichinose, Kazuyuki Aiharai · Electronics and Communications in Japan (Part III Fundamental Electronic Science) · 1995
Abstract In this paper, we analyze some possible functions of networks where delays of pulse propagation and asynchronous events of pulse occurrence are considered, on the basis of a model of asynchronous chaotic neural networks. First, the model is proposed and response characteristics of the single neuron are numerically analyzed. Second, it is shown that the network model with loop structure can select time interval sequence peculiar to the network structure even if random noise is superimposed.