• DocumentCode
    329052
  • Title

    Landscapes of basins of local minima in the XOR problem

  • Author

    Horikawa, Yo

  • Author_Institution
    Inf. & Comput. Sci. Lab., Kagawa Univ., Takamatsu, Japan
  • Volume
    2
  • fYear
    1993
  • fDate
    25-29 Oct. 1993
  • Firstpage
    1677
  • Abstract
    Basins of attraction of local minima in the XOR problem in a backpropagation neural network are shown with computer simulation. The basins have complex shapes in spite of a simple architecture of the network.
  • Keywords
    backpropagation; digital simulation; feedforward neural nets; multilayer perceptrons; XOR problem; backpropagation neural network; basins of attraction; basins of local minima; computer simulation; landscapes; Backpropagation; Computer architecture; Computer science; Computer science education; Computer simulation; Convergence; Intelligent networks; Laboratories; Neural networks; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
  • Print_ISBN
    0-7803-1421-2
  • Type

    conf

  • DOI
    10.1109/IJCNN.1993.716975
  • Filename
    716975
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=329052