Since the discovery of the SOM's by T. Kohonen, many results that provide a better description of their behaviour have been found. Most of them are very convincing, but from a mathematical point of view, only a few are actually proved. In this paper, we make a review of some results that are still to be proved and give some framework to formulate various questions.
%0 Journal Article
%1 1167881
%A Fort, J. C.
%C Oxford, UK, UK
%D 2006
%I Elsevier Science Ltd.
%J Neural Netw.
%K som theory
%N 6
%P 812--816
%R http://dx.doi.org/10.1016/j.neunet.2006.05.025
%T SOM's mathematics
%U http://portal.acm.org/citation.cfm?id=1167881#
%V 19
%X Since the discovery of the SOM's by T. Kohonen, many results that provide a better description of their behaviour have been found. Most of them are very convincing, but from a mathematical point of view, only a few are actually proved. In this paper, we make a review of some results that are still to be proved and give some framework to formulate various questions.
@article{1167881,
abstract = {Since the discovery of the SOM's by T. Kohonen, many results that provide a better description of their behaviour have been found. Most of them are very convincing, but from a mathematical point of view, only a few are actually proved. In this paper, we make a review of some results that are still to be proved and give some framework to formulate various questions.},
added-at = {2008-11-18T13:57:04.000+0100},
address = {Oxford, UK, UK},
author = {Fort, J. C.},
biburl = {https://www.bibsonomy.org/bibtex/2a6d96bbc6491b76003407fdeede91c8c/okohonen},
description = {SOM's mathematics},
doi = {http://dx.doi.org/10.1016/j.neunet.2006.05.025},
interhash = {f811565bdf10fd67ebd0c6949d2d4f96},
intrahash = {a6d96bbc6491b76003407fdeede91c8c},
issn = {0893-6080},
journal = {Neural Netw.},
keywords = {som theory},
number = 6,
pages = {812--816},
publisher = {Elsevier Science Ltd.},
timestamp = {2008-11-18T13:57:04.000+0100},
title = {SOM's mathematics},
url = {http://portal.acm.org/citation.cfm?id=1167881#},
volume = 19,
year = 2006
}