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

DOI:10.34385/proc.42.B2L-E2

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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.