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Spreading the groups of the core neurons

 

tabular1646

The operation spreads the core groups over the rest of the SOM. New neurons are bound to existing groups from their neighborhood based on the U-matrix distances. The closest neurons is enclosed to an group.

Example: As an example, four neurons have been selected for the cores of the groups. Then, the operation is used to collect the rest of the neurons to these groups.

...
NDA> somsprd -s som -w som_W -c coreGroups -cout resGroups
...

figure1655

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Erkki Hakkinen
Thu Sep 24 11:51:34 EET DST 1998