• DocumentCode
    1371485
  • Title

    Configuring RBF neural networks

  • Author

    Sohn, Illsoo ; Ansari, Nayeem

  • Author_Institution
    Dept. of Electr. & Comput. Eng., New Jersey Inst. of Technol., Newark, NJ
  • Volume
    34
  • Issue
    7
  • fYear
    1998
  • fDate
    4/2/1998 12:00:00 AM
  • Firstpage
    684
  • Lastpage
    685
  • Abstract
    A novel method (based on the characteristics of scatter matrices and frequency-sensitive competitive learning) for training the hidden layer of a radial basis function neural network is proposed. The method is demonstrated to be robust and to outperform the state-of-the-art algorithm
  • Keywords
    S-matrix theory; feedforward neural nets; unsupervised learning; RBF neural network; SBC; frequency-sensitive competitive learning; hidden layer; radial basis function neural network; robust algorithm; scatter matrix; training;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19980469
  • Filename
    673800
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1371485