• DocumentCode
    830037
  • Title

    Cascade neural network for binary mapping

  • Author

    Martinelli, G. ; Mascioli, F.M. ; Bei, G.

  • Author_Institution
    INFO-COM Dept., Roma Univ., Italy
  • Volume
    4
  • Issue
    1
  • fYear
    1993
  • fDate
    1/1/1993 12:00:00 AM
  • Firstpage
    148
  • Lastpage
    150
  • Abstract
    The problem of choosing a suitable number of neurons for a neural network which realizes any given binary mapping is automatically solved by the proposed cascade architecture. The utilized algorithm, based on linear programming, the complexity of the resulting net, and its generalization capability are discussed
  • Keywords
    computational complexity; linear programming; neural nets; pattern recognition; binary mapping; cascade neural network; complexity; linear programming; Hypercubes; Linear programming; Multilayer perceptrons; Neural networks; Neurons; Upper bound;
  • fLanguage
    English
  • Journal_Title
    Neural Networks, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9227
  • Type

    jour

  • DOI
    10.1109/72.182707
  • Filename
    182707
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=830037