• DocumentCode
    329053
  • Title

    Backpropagation networks including time delay elements (BPD)

  • Author

    Nishi, Masaaki ; Furuya, Junji ; Nakamura, Tadao

  • Author_Institution
    Fac. of Educ., Yamaguchi Univ., Japan
  • Volume
    2
  • fYear
    1993
  • fDate
    25-29 Oct. 1993
  • Firstpage
    1681
  • Abstract
    Multilayered neural networks are applied to many problems. These networks need many learning iterations and can not directly handle the time sequence signals. In this paper the authors propose the backpropagation network (BPD) with time delay elements in the feedback. The backpropagation network described does not need as many learning iterations and is usable as a nonlinear filter.
  • Keywords
    backpropagation; feedback; multilayer perceptrons; backpropagation networks; feedback; learning iterations; multilayered neural networks; nonlinear filter; time delay elements; Backpropagation algorithms; Delay effects; Equations; Neural networks; Neurofeedback; Nonlinear filters; Output feedback; Signal processing;
  • 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.1993.716976
  • Filename
    716976