Theoretical Aspects of the SOM Algorithm

Preprint

13 April 2007

preprint
Published by arXiv in arXiv

https://doi.org/10.48550/arXiv.0704.1696

Abstract

The SOM algorithm is very astonishing. On the one hand, it is very simple to write down and to simulate, its practical properties are clear and easy to observe. But, on the other hand, its theoretical properties still remain without proof in the general case, despite the great efforts of several authors. In this paper, we pass in review the last results and provide some conjectures for the future work.

Keywords

PRACTICAL PROPERTIES
THEORETICAL ASPECTS
ALGORITHM THE SOM
GREAT EFFORTS
LAST RESULTS
PROPERTIES
GENERAL
HAND
SOM

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