• DocumentCode
    389704
  • Title

    Probing modification of BP neural network learning-rate

  • Author

    Hao, Pan ; Yuan, Jing-ling ; Luo Zhong

  • Author_Institution
    Comput. Sci. & Technol. Sch., Wuhan Univ. of Technol., China
  • Volume
    1
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    307
  • Abstract
    By analyzing modification of the BP neural network learning-rate and probing modification of the function learning-rate to speed BP neural network learning, a new modified BP algorithm is proposed. The speed and convergence of this algorithm is superior to the traditional algorithm.
  • Keywords
    backpropagation; convergence; neural nets; BP neural network; backpropagation; convergence; function learning rate; Algorithm design and analysis; Artificial neural networks; Computer networks; Computer science; Eigenvalues and eigenfunctions; Electronic mail; Equations; Least squares approximation; Neural networks; Scheduling algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
  • Print_ISBN
    0-7803-7508-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2002.1176763
  • Filename
    1176763
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=389704