Study of the Kohonen network with a discrete state space

DOI10.1016/0378-4754(93)E0082-GzbMath0839.68088OpenAlexW2053342409MaRDI QIDQ1897674

Martin Hasler, Patrick Thiran

Publication date: 4 September 1995

Published in: Mathematics and Computers in Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0378-4754(93)e0082-g

zbMATH Keywords

neural networksVLSI chip

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computer system organization (68M99)

Cites Work

• Self-organization and a.s. convergence of the one-dimensional Kohonen algorithm with non-uniformly distributed stimuli
• Self-organization and associative memory
• On the rate of convergence in topology preserving neural networks
• Étude d'un processus d'auto-organisation. (Study of a self-organization process)
• Convergence properties of Kohonen's topology conserving maps: Fluctuations, stability, and dimension selection
• Self-organizing maps: Ordering, convergence properties and energy functions

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