• DocumentCode
    2106523
  • Title

    Inductive learning inability of artificial neural network

  • Author

    Bhavsar, V.C. ; Ghorbani, Ali A. ; Goldfarb, L.

  • Author_Institution
    Fac. of Comput. Sci., New Brunswick Univ., Fredericton, NB, Canada
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    712
  • Abstract
    The intrinsic inability of artificial neural networks to generalize from examples, i.e., to learn inductively, is exemplified based on several very simple requirements for an inductive learning machine
  • Keywords
    Generalization (artificial intelligence); Learning by example; Neural nets; artificial neural network; generalization; inductive learning; Artificial neural networks; Degradation; Feedforward neural networks; Machine learning; Neural networks; Probability; Size measurement; Table lookup;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Computer Engineering, 2000 Canadian Conference on
  • Conference_Location
    Halifax, NS
  • ISSN
    0840-7789
  • Print_ISBN
    0-7803-5957-7
  • Type

    conf

  • DOI
    10.1109/CCECE.2000.849557
  • Filename
    849557
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2106523