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the OCaml AI library

Color learning for a Kohonen SOM

A Kohonen SOM during learning process
This shows a Kohonen SOM during the learning of two categories of colors. You can see the noise from the starting state as well as some start of self-organized categorization.

The same map after learning
This shows the same Map, after learning is done. You can see how the two categories are grouped, one at the bottom and the other at the top of the map. In between is a very sharp boundary.

This screenshot was made using the examples also included in the download.

$Date: 2007/11/17 15:38:05 $