Summary
International Symposium on Nonlinear Theory and its Applications
2009
Session Number:B4L-D
Session:
Number:B4L-D3
A Novel Resonate-and-Fire-type Digital Spiking Neuron and its Bifurcation Analysis
Tetsuya Hishiki, Hiroyuki Torikai,
pp.-
Publication Date:2009/10/18
Online ISSN:2188-5079
Summary:
In this paper we propose a novel resonate-and-fire-type digital spiking neuron. The neuron accepts an stimulation input and generates various firing spike-trains. We derive a return map which can describe the neuron dynamics without any approximations. The map is a continuous/discrete hybrid map. Using the map we analyze the neuron dynamics and clarify typical bifurcation mechanisms of the neuron. We also discuss relations between responses of our model and an ODE spiking neuron model.