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.