• DocumentCode
    2300412
  • Title

    A specification approach to artificial neural network design

  • Author

    Liu, Peter L M ; Kan, W.K. ; Wong, W.

  • Author_Institution
    Dept. of Comput. Sci., Chinese Univ. of Hong Kong, Shatin, Hong Kong
  • fYear
    1990
  • fDate
    24-27 Sep 1990
  • Firstpage
    40
  • Abstract
    A specification-based simulation environment is proposed to address three issues in developing an artificial neural network (ANN) simulation environment. First, the concurrent aspect of an ANN system should be described. Second, design errors should be detected as early as possible. Third, the three distinct components of an ANN should be described separately and clearly. A dataflow specification approach is proposed to address these issues. It has two major characteristics: explicit specification for concurrency; and extensive checking for design errors
  • Keywords
    formal specification; neural nets; parallel processing; virtual machines; artificial neural network design; concurrency; dataflow specification approach; design errors; specification-based simulation environment; Artificial neural networks; Computational modeling; Computer errors; Computer science; Data analysis; Equations; Network topology; Neural networks; Neurons; Parallel programming;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Communication Systems, 1990. IEEE TENCON'90., 1990 IEEE Region 10 Conference on
  • Print_ISBN
    0-87942-556-3
  • Type

    conf

  • DOI
    10.1109/TENCON.1990.152562
  • Filename
    152562