Smoothing technique for adaptive meshes produced by self organizingmaps | Vestnik Tomskogo gosudarstvennogo universiteta. Upravlenie, vychislitelnaja tehnika i informatika – Tomsk State University Journal of Control and Computer Science. 2008. № 4 (5).

Smoothing technique for adaptive meshes produced by self organizingmaps

The smoothness problem of adaptive meshes produced by the Self-Organizing Maps is considered. It is shown that to improve the mesh smoothness, it is necessary to increase the learning radius. This leads, in turn, to the notorious border effect. The main goal ofthis paper is to develop a technique allowing us to use a large learning radius for obtaining the sufficiently smooth adaptive meshes without border effect.

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Keywords

border effect , Kohonen's self organizing maps , smoothing , adaptive meshes , граничный эффект , самоорганизующиеся карты Кохонена , сглаживание , Адаптивные сетки

Authors

NameOrganizationE-mail
Nechaeva O.I. nechaeva@ssd.sscc.ru
Всего: 1

References

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 Smoothing technique for adaptive meshes produced by self organizingmaps             | Vestnik Tomskogo gosudarstvennogo universiteta. Upravlenie, vychislitelnaja tehnika i informatika – Tomsk State University Journal of Control and Computer Science. 2008. № 4 (5).

Smoothing technique for adaptive meshes produced by self organizingmaps | Vestnik Tomskogo gosudarstvennogo universiteta. Upravlenie, vychislitelnaja tehnika i informatika – Tomsk State University Journal of Control and Computer Science. 2008. № 4 (5).

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