• DocumentCode
    1702681
  • Title

    NEUREX-an expert system for the autonomous design of artificial neural nets

  • Author

    Michaud, Francois ; Rub, Ruben Gonzalez

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Sherbrooke Univ., Que., Canada
  • Volume
    1
  • fYear
    1995
  • Firstpage
    105
  • Abstract
    The learning capacity of artificial neural nets removes the need to formulate a model or to extract knowledge for the implementation of any correspondence function. On the other hand, the design process calls for a certain number of iterations before one can find the right configuration and learning parameters for use in a given application. To mitigate this difficulty, NEUREX has been designed to consist of an expert system and an artificial neural net simulator. It supervises autonomously the process of design in the same way as would an experienced designer, and is currently in readiness to supervise artificial neural net design using standard backpropagation
  • Keywords
    backpropagation; expert systems; neural nets; NEUREX; artificial neural net simulator; autonomous design; design process; expert system; learning capacity; neural net design; standard backpropagation; Analytical models; RNA;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Computer Engineering, 1995. Canadian Conference on
  • Conference_Location
    Montreal, Que.
  • ISSN
    0840-7789
  • Print_ISBN
    0-7803-2766-7
  • Type

    conf

  • DOI
    10.1109/CCECE.1995.528085
  • Filename
    528085