• DocumentCode
    2282297
  • Title

    The Application of BP Neural Network in GridGain Grid Computing Environment

  • Author

    Mo, Zan ; He, Yunhui ; Wu, Guangwen ; Wu, Juhua

  • Author_Institution
    Sch. of Manage., Guangdong Univ. of Technol., Guangzhou, China
  • Volume
    3
  • fYear
    2010
  • fDate
    13-14 March 2010
  • Firstpage
    772
  • Lastpage
    775
  • Abstract
    Grid technology is one of the best solutions for the growing calculation of BP neural network. This paper employs GridGain as the core to build a grid computing platform, and apply BP neural network in it. Then through an experiment to prove that it can significantly shorten computing time and promote running efficiency.
  • Keywords
    backpropagation; grid computing; neural nets; BP neural network; GridGain grid computing environment; artificial neural networks; grid technology; Artificial neural networks; Computer networks; Concurrent computing; Distributed computing; Grid computing; Helium; Neural networks; Neurons; Technology management; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
  • Conference_Location
    Changsha City
  • Print_ISBN
    978-1-4244-5001-5
  • Electronic_ISBN
    978-1-4244-5739-7
  • Type

    conf

  • DOI
    10.1109/ICMTMA.2010.507
  • Filename
    5458852
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2282297