• DocumentCode
    296015
  • Title

    The GLS learning algorithm for multilayer neural network

  • Author

    Pavlica, Vladimir ; Erdeljan, Aleksandar

  • Author_Institution
    Dept. of Electr. Eng., Novi Sad Univ., Serbia
  • Volume
    5
  • fYear
    1995
  • fDate
    Nov/Dec 1995
  • Firstpage
    2780
  • Abstract
    A new learning algorithm for multilayer neural networks is introduced. The algorithm merges the gradient technique and least squares technique. The presented algorithm is compared with backpropagation learning rule on the parity problem. Simulation results are presented
  • Keywords
    learning (artificial intelligence); least squares approximations; multilayer perceptrons; GLS learning algorithm; backpropagation learning rule; gradient least squares learning algorithm; gradient technique; least squares technique; multilayer neural network; Artificial neural networks; Distributed processing; Image processing; Least squares methods; Motor drives; Multi-layer neural network; Natural languages; Neural networks; Neurons; Speech processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1995. Proceedings., IEEE International Conference on
  • Conference_Location
    Perth, WA
  • Print_ISBN
    0-7803-2768-3
  • Type

    conf

  • DOI
    10.1109/ICNN.1995.488171
  • Filename
    488171
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=296015