• DocumentCode
    2869566
  • Title

    Study on the Improved BP Algorithm and Application

  • Author

    Xu, Yuemei ; Zhang, Hong

  • Author_Institution
    Sch. of Comput. Sci. & Technol., China Univ. of Min. & Technol., Xuzhou, China
  • Volume
    1
  • fYear
    2009
  • fDate
    18-19 July 2009
  • Firstpage
    7
  • Lastpage
    10
  • Abstract
    First, the paper analyzes the standard BP Algorithm. Toward the limitation of the standard BP algorithm, an improved BP algorithm is obtained by modifying the action function, regulating the learning rate and choosing the initial weights. And then a recognition example about license plate recognition technology is given to prove the improved BP algorithm. From the exam results, the improved BP algorithm has some advantages in fast convergence speed, short recognition time and high recognition rate.
  • Keywords
    backpropagation; action function; improved BP algorithm; learning rate regulation; license plate recognition; standard BP Algorithm; Biomembranes; Convergence; Information processing; Licenses; Neural networks; Neurofeedback; Neurons; Paper technology; Pattern recognition; Vehicles; BP Algorithm; neural network; pattern recognition; vehicle license plate recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Processing, 2009. APCIP 2009. Asia-Pacific Conference on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-0-7695-3699-6
  • Type

    conf

  • DOI
    10.1109/APCIP.2009.9
  • Filename
    5196981
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2869566