• DocumentCode
    2487131
  • Title

    A new radial basis probabilistic neural network model

  • Author

    Deshuang, Huang ; SongDe, Ma

  • Author_Institution
    Inst. of Autom., Acad. Sinica, Beijing, China
  • Volume
    2
  • fYear
    1996
  • fDate
    14-18 Oct 1996
  • Firstpage
    1449
  • Abstract
    This paper proposes a new neural network model called radial basis probabilistic neural network (RBPNN) based on the radial basis function network (RBFN) and the probabilistic neural network (PNN). This new model inherits the merits of the two old models and tries to avoid their defects. Finally, the experimental results show that this new model is effective and practical
  • Keywords
    image recognition; neural nets; PNN; RBFN; RBPNN; probabilistic neural network; radial basis function network; radial basis probabilistic neural network model; Cost function; Equations; Neural networks; Pattern recognition; Scattering; Shape control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 1996., 3rd International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-2912-0
  • Type

    conf

  • DOI
    10.1109/ICSIGP.1996.571134
  • Filename
    571134
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2487131