Summary
International Symposium on Nonlinear Theory and its Applications
2009
Session Number:A1L-B
Session:
Number:A1L-B5
A spiking neuron model and its pulse-coupled network of a self-organizing map
Kai Kinoshita, Hiroyuki Torikai,
pp.-
Publication Date:2009/10/18
Online ISSN:2188-5079
DOI:10.34385/proc.43.A1L-B5
PDF download (160KB)
Summary:
In this paper, we present a resonate-and-fire type spiking neuron model and parameter update rule to memorize the input frequency as a resonance frequency. We also present a pulse-coupled network of the spiking neuron models and show its SOM function by numerical simulation.