• DocumentCode
    1031983
  • Title

    Comments on "Dynamic programming approach to optimal weight selection in multilayer neural networks" [with reply]

  • Author

    Pearlmutter, B.A. ; Sanatchandran, P.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Oregon Graduate Inst. of Sci. & Technol., Beaverton, OR, USA
  • Volume
    3
  • Issue
    6
  • fYear
    1992
  • Firstpage
    1028
  • Lastpage
    1029
  • Abstract
    The commenter claims that in the above-titled paper (ibid., vol.2, p.465-467, July 1991), which presents an efficient algorithm using dynamic programming to find weights which load a set of examples into a feedforward neural network with minimal error, a contradiction lies buried in the paper´s notation. In reply, the author maintains that the comments are due to some misunderstandings about the implementation of dynamic-programming-based algorithms and clarifies the work.<>
  • Keywords
    dynamic programming; feedforward neural nets; dynamic programming; multilayer neural networks; optimal weight selection; Computer science; Dynamic programming; Feedforward neural networks; Heuristic algorithms; Information processing; Intelligent networks; Iterative algorithms; Multi-layer neural network; Neural networks; Polynomials;
  • fLanguage
    English
  • Journal_Title
    Neural Networks, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9227
  • Type

    jour

  • DOI
    10.1109/72.165609
  • Filename
    165609