• DocumentCode
    3289508
  • Title

    Construction of neural nets using the radon transform

  • Author

    Carroll, S.M. ; Dickinson, B.W.

  • Author_Institution
    Dept. of Electr. Eng., Princeton Univ., NJ, USA
  • fYear
    1989
  • fDate
    0-0 1989
  • Firstpage
    607
  • Abstract
    The authors present a method for constructing a feedforward neural net implementing an arbitrarily good approximation to any L/sub 2/ function over (-1, 1)/sup n/. The net uses n input nodes, a single hidden layer whose width is determined by the function to be implemented and the allowable mean square error, and a linear output neuron. Error bounds and an example are given for the method.<>
  • Keywords
    function approximation; neural nets; feedforward neural net; linear output neuron; mean square error; nodes; radon transform; Approximation methods; Neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1989. IJCNN., International Joint Conference on
  • Conference_Location
    Washington, DC, USA
  • Type

    conf

  • DOI
    10.1109/IJCNN.1989.118639
  • Filename
    118639
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3289508