• DocumentCode
    2805931
  • Title

    Convergence of BP Algorithm with Variable Learning Rates for FNN Training

  • Author

    Shao, Hongmei ; Wu, Wei

  • Author_Institution
    Dalian University of Technology, China
  • fYear
    2006
  • fDate
    Nov. 2006
  • Firstpage
    245
  • Lastpage
    252
  • Abstract
    Convergence results are presented for the batch backpropagation algorithm with variable learning rates for training feedforward neural networks with a hidden layer. The monotonicity of the error function in the training iteration is also proved.
  • Keywords
    Acceleration; Artificial intelligence; Backpropagation algorithms; Convergence; Error correction; Feedforward neural networks; Genetics; H infinity control; Mathematics; Neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence, 2006. MICAI '06. Fifth Mexican International Conference on
  • Conference_Location
    Mexico City, Mexico
  • Print_ISBN
    0-7695-2722-1
  • Type

    conf

  • DOI
    10.1109/MICAI.2006.11
  • Filename
    4022158
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2805931