How to Plot a Continuous Input Distribution for SOM Training phase?

Hi guys, I want to generate and draw an input distribution to examine the behavior of self organizing maps (Kohenen neural network) on distribution approximation but actually I do not know how to generate the desired input association. Here I've uploaded the picture of what I exactly want to generate and plot.
Thanks in Advance.

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Richiesto:

il 30 Nov 2013

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