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Modelling Feature Maps by Attributed Parallel Array Grammars

  • Rudolf Freund
  • Martina Kirchmeyer
  • Friedrich Tafill
Conference paper
Part of the Informatik-Fachberichte book series (INFORMATIK, volume 287)

Abstract

The notion of n-dimensional attributed parallel array grammars is introduced for describing neural networks. Because of the underlying grid structure, Kohonen’s model of feature maps is especially well suited for being represented by n-dimensional attributed parallel array grammars. Using our formal description model we prove that Kohonen’s global algorithm can be replaced by a local one.

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Copyright information

© Springer-Verlag Berlin Heidelberg 1991

Authors and Affiliations

  • Rudolf Freund
    • 1
  • Martina Kirchmeyer
    • 1
  • Friedrich Tafill
    • 1
  1. 1.Institut für ComputersprachenTechnische Universität WienVienna, Resselgasse 3Austria

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