• DocumentCode
    315230
  • Title

    Uniform approximation and gamma networks

  • Author

    Sandberg, Irwin W. ; Xu, Lilian

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX, USA
  • Volume
    2
  • fYear
    1997
  • fDate
    9-12 Jun 1997
  • Firstpage
    1014
  • Abstract
    We briefly describe recent results concerning the approximation of nonlinear input-output maps, and show that for any single-variable shift-invariant causal uniformly-fading-memory map G there is a focused gamma network that approximates G uniformly arbitrarily well
  • Keywords
    approximation theory; content-addressable storage; neural nets; I/O maps; focused gamma network; neural networks; nonlinear input-output maps; single-variable shift-invariant causal uniformly-fading-memory map; uniform approximation; Control systems; Data preprocessing; Feedforward neural networks; Image processing; Multidimensional systems; Neural networks; Nonlinear control systems; Signal processing; Smoothing methods; Systems engineering and theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks,1997., International Conference on
  • Conference_Location
    Houston, TX
  • Print_ISBN
    0-7803-4122-8
  • Type

    conf

  • DOI
    10.1109/ICNN.1997.616166
  • Filename
    616166
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=315230