Theoretical Aspects of the SOM Algorithm

Details Theoretical Aspects of the SOM Algorithm Theoretical Aspects of the SOM Algorithm

2007-04-13

arxiv.org/abs/0704.1696v1

Neurocomputing 21 (1998) 119-138

Mathematics

Statistics Theory

Scientific paper

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.

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