• DocumentCode
    1842744
  • Title

    A new backpropagation learning algorithm

  • Author

    Volovici, Daniel ; Mihalache, Adrian ; Iridon, Mihaela ; Breazu, Macarie

  • Author_Institution
    Sibiu Univ., Romania
  • Volume
    3
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    1743
  • Abstract
    Analyses and compares several improvements to the backpropagation method for weights adjustments for a feedforward network. The networks´ behavior is simulated on five specific applications. The paper also presents a method using a variable step and its superiority is proved by simulation
  • Keywords
    backpropagation; conjugate gradient methods; convergence; feedforward neural nets; backpropagation learning algorithm; network behavior; weights adjustments; Backpropagation algorithms; Biological neural networks; Biology computing; Computer errors; Computer networks; Error correction; Feedforward systems; Hardware; Mean square error methods; Software algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1999. IJCNN '99. International Joint Conference on
  • Conference_Location
    Washington, DC
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-5529-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.1999.832640
  • Filename
    832640
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1842744