Summary
2011 International Symposium on Nonlinear Theory and Its Applications
2011
Session Number:A3L-B
Session:
Number:A3L-B3
Bifurcation?based synthesis of a PWC analog spiking neuron model
Yutaro Yamashita, Hiroyuki Torikai,
pp.184-187
Publication Date:2011/9/4
Online ISSN:2188-5079
Summary:
An artificial spiking neuron model which has a piece-wise constant (ab. PWC) vector field and state-dependent reset is introduced. Using the analysis techniques of discontinuous ODEs, it is shown that the model can reproduce 4 types of the typical neuron-like responses (neurocomputational properties), the occurrence mechanisms of which have qualitative similarities to those of Izhikevich’s simple neuron model.