• DocumentCode
    1018516
  • Title

    A comment on noise injection into inputs in backpropagation [and author´s reply]

  • Author

    Chandran, P.S. ; Matsuoka, Koichi

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Inst.
  • Volume
    24
  • Issue
    1
  • fYear
    1994
  • fDate
    1/1/1994 12:00:00 AM
  • Firstpage
    167
  • Abstract
    In the above paper (K. Matsuoka, IEEE Trans. SMC, vol. 22, no. 3, pp. 436-440, 1992), the author defines the sensitivity R for a feedforward network and proceeds to derive an expression for R. It is pointed out that an assumption in the equation for R is incorrect. In reply the author accepts that the comment is correct
  • Keywords
    backpropagation; feedforward neural nets; noise; sensitivity; backpropagation; feedforward network; noise injection; sensitivity; Backpropagation; Control engineering; Equations; Intelligent networks; Signal processing; Sliding mode control; Terminology;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9472
  • Type

    jour

  • DOI
    10.1109/21.259698
  • Filename
    259698