• DocumentCode
    2067373
  • Title

    The chaotic self-organizing map

  • Author

    Dingle, Alison A. ; Andreae, John H. ; Jones, Richard D.

  • Author_Institution
    Christchurch Hospital, New Zealand
  • fYear
    1993
  • fDate
    24-26 Nov 1993
  • Firstpage
    15
  • Lastpage
    18
  • Abstract
    A chaotic self-organizing map can be produced by replacing the linear neural units of the conventional self-organizing map with neural units capable of producing chaos. The introduction of chaos into the self-organizing map is shown to improve the ability of the network to cluster input patterns
  • Keywords
    chaos; probability; self-organising feature maps; chaos; chaotic neural unit; chaotic self-organizing map; input pattern clustering ability; linear neural units; Bifurcation; Biomedical engineering; Chaos; Difference equations; Displays; Logistics; Neural networks; Organizing; Physics; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Neural Networks and Expert Systems, 1993. Proceedings., First New Zealand International Two-Stream Conference on
  • Conference_Location
    Dunedin
  • Print_ISBN
    0-8186-4260-2
  • Type

    conf

  • DOI
    10.1109/ANNES.1993.323092
  • Filename
    323092
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2067373