Winner-Relaxing Self-Organizing Maps

DOI10.1162/0899766053491922zbMath1096.68129arXivcond-mat/0208414OpenAlexW2109572725MaRDI QIDQ4678442

Jens Christian Claussen

Publication date: 23 May 2005

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/cond-mat/0208414

zbMATH Keywords

Kohonen algorithm

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (2)

Self-organizing maps with dynamic learning for signal reconstruction ⋮ Magnification Control in Self-Organizing Maps and Neural Gas

Cites Work

• On the stationary state of Kohonen's self-organizing sensory mapping
• Convergence properties of Kohonen's topology conserving maps: Fluctuations, stability, and dimension selection
• Self-organized formation of topologically correct feature maps
• Nonparametric density estimation and regression achieved with topographic maps maximizing the information-theoretic entropy of their outputs
• Kernel-Based Topographic Map Formation by Local Density Modeling

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