• DocumentCode
    2865117
  • Title

    Batch self-organizing maps on a unit sphere

  • Author

    Cheng, Yizong

  • Author_Institution
    Cincinnati Univ., OH, USA
  • Volume
    3
  • fYear
    1998
  • fDate
    4-9 May 1998
  • Firstpage
    2273
  • Abstract
    Kohonen´s batch map over data on a unit sphere is modified. An energy function is proposed and the convergence of the algorithm is proven. It is shown that this deterministic, batch-mode self-organizing algorithm is efficient and performs well
  • Keywords
    convergence; pattern recognition; self-organising feature maps; unsupervised learning; Kohonen´s batch map; batch self-organizing maps; convergence; deterministic batch-mode self-organizing algorithm; energy function; unit sphere; Application software; Clustering algorithms; Computer simulation; Convergence; Data visualization; Displays; Partitioning algorithms; Postal services; Self organizing feature maps; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks Proceedings, 1998. IEEE World Congress on Computational Intelligence. The 1998 IEEE International Joint Conference on
  • Conference_Location
    Anchorage, AK
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-4859-1
  • Type

    conf

  • DOI
    10.1109/IJCNN.1998.687215
  • Filename
    687215
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2865117