• DocumentCode
    2273177
  • Title

    A new fuzzy approach for setting the initial weights in a neural network

  • Author

    Lin, Yinghua ; Cunningham, George A., III

  • Author_Institution
    Dept. of Comput. Sci., New Mexico Tech, Socorro, NM, USA
  • fYear
    1994
  • fDate
    26-29 Jun 1994
  • Firstpage
    40
  • Abstract
    We introduce “fuzzy curves” and use them to set the initial weights in a fuzzy-neural network. We show that our choice of initial weights and network structure yields networks that train very rapidly
  • Keywords
    fuzzy neural nets; learning (artificial intelligence); parallel architectures; architecture; fuzzy curves; fuzzy-neural network; initial weights; learning; network structure; Backpropagation; Computer science; Fuzzy neural networks; Fuzzy sets; Input variables; Intelligent networks; Joining processes; Marine vehicles; Neural networks; Neurons;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 1994. IEEE World Congress on Computational Intelligence., Proceedings of the Third IEEE Conference on
  • Conference_Location
    Orlando, FL
  • Print_ISBN
    0-7803-1896-X
  • Type

    conf

  • DOI
    10.1109/FUZZY.1994.343692
  • Filename
    343692
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2273177