期刊
NEURAL NETWORKS
卷 19, 期 6-7, 页码 812-816出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.neunet.2006.05.025
关键词
magnification factor; grid equilibrium; topology preservation; limit theorems
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. (c) 2006 Elsevier Ltd. All rights reserved.
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