On the topology distortion in self-organizing feature maps

DOI10.1007/BF00200832zbMath0797.92006OpenAlexW2060325867MaRDI QIDQ1314661

X. Li, J. Gasteiger, Jure Zupan

Publication date: 23 October 1994

Published in: Biological Cybernetics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/bf00200832

zbMATH Keywords

topology preservationfeature mapsdistortions of topologyKohonen's self-organization netmolecular electrostatic potential field

Mathematics Subject Classification ID

Neural networks for/in biological studies, artificial life and related topics (92B20) General biology and biomathematics (92B05)

Related Items (4)

A self-organizing cluster process ⋮ Conformality in the self-organization network ⋮ Quantitative measures for self-organizing topographic maps ⋮ Spherical self-organizing map using efficient indexed geodesic data structure

Cites Work

• Self-organization of associative memory and pattern classification: Recurrent signal processing on topological feature maps
• Analysis of a simple self-organizing process
• Self-organizing maps: Stationary states, metastability and convergence rate

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