• DocumentCode
    782587
  • Title

    Solving two-spiral problem through input data encoding

  • Author

    Chua, H.C. ; Jia, J. ; Chen, L. ; Gong, Y.

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Inst., Singapore
  • Volume
    31
  • Issue
    10
  • fYear
    1995
  • fDate
    5/11/1995 12:00:00 AM
  • Firstpage
    813
  • Lastpage
    814
  • Abstract
    The authors show that the two-spiral problem can be easily solved using a standard back propagation neural network by properly encoding the raw input data. The authors also examine and compare several data encoding schemes for use in neural networks to improve the training efficiency and generalisation property
  • Keywords
    backpropagation; neural nets; back propagation neural network; data encoding schemes; generalisation property; input data encoding; raw input data; training efficiency; two-spiral problem;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19950546
  • Filename
    386927
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=782587