Summary
2011 International Symposium on Nonlinear Theory and Its Applications
2011
Session Number:C2L-D
Session:
Number:C2L-D2
Basic Analysis of Generalized Asynchronous Digital Spiking Neuron Model
Takashi Matsubara, Hiroyuki Torikai,
pp.670-673
Publication Date:2011/9/4
Online ISSN:2188-5079
Summary:
A generalized asynchronous digital spiking neuron model that can be implemented by an asynchronous sequential logic circuit is introduced. The model is the most generalized version of asynchronous sequential logic circuit based neurons, where the sensitivity of its vector field to a stimulation input is generalized. It is clarified that the GDN can exhibit various bifurcations observed in some standard ODE neuron models.