• DocumentCode
    401624
  • Title

    Research on the problem of neural network convergence

  • Author

    Xiong, Jia-jun ; Zhang, Hui

  • Author_Institution
    Dept. of Comput., AFRA, Wuhan, China
  • Volume
    2
  • fYear
    2003
  • fDate
    2-5 Nov. 2003
  • Firstpage
    1132
  • Abstract
    The greatest difficulty for BP network apply in practice is the low learning speed. In this paper, we analyze particularly the reason for the low speed of BP algorithm, bring forward self-adjust learning BP algorithm and the regulating policy of the hidden lay.
  • Keywords
    backpropagation; convergence; feedforward neural nets; self-adjusting systems; BP network; backpropagation algorithm; forward self-adjust learning algorithm; hidden lay policy; momentum factor; neural network convergence; Algorithm design and analysis; Computer networks; Convergence; Educational institutions; Electronic mail; Error correction; Feedforward systems; Joining processes; Neural networks; Switches;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2003 International Conference on
  • Print_ISBN
    0-7803-8131-9
  • Type

    conf

  • DOI
    10.1109/ICMLC.2003.1259655
  • Filename
    1259655
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=401624