Summary
International Symposium on Nonlinear Theory and its Applications
2008
Session Number:B2L-E
Session:
Number:B2L-E2
Nonlinear Spring Model of Self-Organizing Map Arranged in Two-Dimensional Array
Haruna Matsushita, Yoshifumi Nishio,
pp.-
Publication Date:2008/9/7
Online ISSN:2188-5079
Summary:
In this study, we propose a nonlinear spring model of Self-Organizing Map (SOM) arranged in 2-dimensional grid. The neurons of the proposed model consists of N × M neurons located at a rectangular grid and are connected by the nonlinear spring. We investigate the chaotic behaviors of the model connected in 2 × 2 and 5 × 5.