• DocumentCode
    1948019
  • Title

    Online training of Hierarchical RBF

  • Author

    Bellocchio, Francesco ; Ferrari, Stefano ; Piuri, Vincenzo ; Borghese, N. Alberto

  • Author_Institution
    Milano Univ., Milan
  • fYear
    2007
  • fDate
    12-17 Aug. 2007
  • Firstpage
    2159
  • Lastpage
    2164
  • Abstract
    An online procedure for configuring the parameters of a hierarchical radial basis functions (HRBF) network is presented here. The proposed procedure has been implemented and applied to a problem of real-time surface reconstruction. Results show that the algorithm trained online well compares with the batch version.
  • Keywords
    radial basis function networks; hierarchical RBF; hierarchical radial basis functions; online training; real-time surface reconstruction; Clouds; Computer science; Displays; Low pass filters; Neural networks; Radial basis function networks; Sampling methods; Shape; Statistical distributions; Surface reconstruction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2007. IJCNN 2007. International Joint Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    1098-7576
  • Print_ISBN
    978-1-4244-1379-9
  • Electronic_ISBN
    1098-7576
  • Type

    conf

  • DOI
    10.1109/IJCNN.2007.4371292
  • Filename
    4371292
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1948019