• DocumentCode
    2671607
  • Title

    Review of back propagation neural network applied to athletics

  • Author

    Jiang, Chong

  • Author_Institution
    Dept. of Sports Inf. & Technol., Shenyang Sports Univ., Shenyang, China
  • fYear
    2012
  • fDate
    23-25 May 2012
  • Firstpage
    2371
  • Lastpage
    2375
  • Abstract
    The structure and algorithms of back propagation neural network are presented, and the application of BP neural network to athletics is summarized systematically. The results of application on the athletic achievements prediction and evaluation model of athletics show that the proposed model of BP neural network can meet the precision request since its strong nonlinear mapping ability. Based on this, some open problems about design of BP neural network model and some new research directions are also analyzed.
  • Keywords
    backpropagation; neural nets; sport; BP neural network; athletic achievement evaluation model; athletic achievement prediction; back propagation neural network; nonlinear mapping ability; Analytical models; Artificial neural networks; Biological neural networks; Forecasting; Predictive models; Training; Artificial neural network; BP neural network; Modeling; Prediction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2012 24th Chinese
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4577-2073-4
  • Type

    conf

  • DOI
    10.1109/CCDC.2012.6244380
  • Filename
    6244380