Conformality in the self-organization network

DOI10.1016/S0004-3702(99)00093-4zbMath0939.68743DBLPjournals/ai/LiouT00OpenAlexW1973935258WikidataQ56112944 ScholiaQ56112944MaRDI QIDQ1978248

Weipeng Tai, Cheng-Yuan Liou

Publication date: 4 June 2000

Published in: Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0004-3702(99)00093-4

zbMATH Keywords

pattern recognitionlearning algorithmsimplicesconformalitynatural coordinatedeformation measuredata manifoldself-organization network

Mathematics Subject Classification ID

Nonnumerical algorithms (68W05) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• GTM

Cites Work

• GTM
• On the rate of convergence in topology preserving neural networks
• An analysis of Kohonen's self-organizing maps using a system of energy functions
• Self-organizing maps: Stationary states, metastability and convergence rate
• Self-organizing maps: Ordering, convergence properties and energy functions
• On the topology distortion in self-organizing feature maps
• The chemical basis of morphogenesis
• A Stochastic Approximation Method
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