• DocumentCode
    540209
  • Title

    Modeling human performance with neural networks

  • Author

    Fix, Capt Edward ; Armstrong, Harry G.

  • fYear
    1990
  • fDate
    17-21 June 1990
  • Firstpage
    247
  • Abstract
    A neural network architecture derived from recurrent back propagation which learns to mimic human behavior and performance in a sample task is presented. It shows operating characteristics similar to those of human subjects and even makes the same kinds of mistakes. Possible applications are discussed. In particular, this type of model could be used where realistic behavior is required from a simulation of a human-operated system
  • Keywords
    learning systems; neural nets; human performance modelling; human-operated system; neural network architecture; operating characteristics; recurrent back propagation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1990., 1990 IJCNN International Joint Conference on
  • Conference_Location
    San Diego, CA, USA
  • Type

    conf

  • DOI
    10.1109/IJCNN.1990.137577
  • Filename
    5726537
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=540209