Summary
International Symposium on Nonlinear Theory and Its Applications
2015
Session Number:B2L-B
Session:
Number:B2L-B-2
Evaluation of Resonance Phenomena in Chaotic States Through Typical Routes in Izhikevich Neuron Model
Sou Nobukawa, Haruhiko Nishimura, Teruya Yamanishi, Jian-Qin Liu,
pp.435-438
Publication Date:2015/12/1
Online ISSN:2188-5079
Summary:
Over the past few decades, a considerable number of studies have been conducted on bifurcation/chaos in spiking neuron models. Among them, Izhikevich neuron model as a hybrid neuron model can reproduce many spiking activities. Chaotic resonance (CR) is known as one of the functionality of chaos in neural systems. At this stage, there have been few studies that examine the signal response in CR in spiking neural systems with resetting process. Thus, in this paper, we compare the characteristics of CR in the chaotic states arising through period-doubling bifurcation route and intermittency route to chaos by Izhikevcih neuron model.