Self organizing maps (kohonen)

the picture shows from XLSTAT software, Kohonen R package steps
Can someone please help me, with how to calculate the class and distances in self-organizing maps? I couldn't find any codes nor I couldn't understand the code language from the existing open source codes from google. Thanks in advance

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