Kohonen's algorithm for the numerical parametrisation of manifolds

T. Kohonen has described an algorithm for fitting a k-dimensional grid of points to a set of points taken from a k-manifold in R n , for k⩽ n. The algorithm is inspired by a neural model and bears some of the marks of its ancestry. In this paper we show that if the process converges, it converges to...

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Veröffentlicht in:	Pattern recognition letters 1990, Vol.11 (5), p.313-319
Hauptverfasser:	Alder, Michael, Togneri, Roberto, Lai, Edmund, Attikiouzel, Yianni
Format:	Artikel
Sprache:	eng
Schlagworte:	Exact sciences and technology Mathematical methods in physics Numerical approximation and analysis Physics
Online-Zugang:	Volltext
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