• DocumentCode
    2782775
  • Title

    Vector field analysis of single layer feedback neural networks

  • Author

    Zurada, Jacek M. ; Kang, Min J I ; Aronhime, Peter B.

  • Author_Institution
    Dept. of Electr. Eng., Louisville Univ., KY, USA
  • fYear
    1990
  • fDate
    12-14 Aug 1990
  • Firstpage
    21
  • Abstract
    The vector field method of analysis of single-layer neural networks with feedback is presented. The method allows the generation of trajectories in En space. The trajectories provide complete dynamical solutions for all possible initial conditions, finite gain values of neurons, and parasitic conductances and capacitances which occur in actual electronic neural systems
  • Keywords
    feedback; neural nets; dynamical solutions; electronic neural systems; finite gain values; initial conditions; parasitic conductances; single layer feedback neural networks; trajectories; vector field method; Convergence; Displays; Equations; HEMTs; MODFETs; Neural networks; Neurofeedback; Neurons; Parasitic capacitance; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1990., Proceedings of the 33rd Midwest Symposium on
  • Conference_Location
    Calgary, Alta.
  • Print_ISBN
    0-7803-0081-5
  • Type

    conf

  • DOI
    10.1109/MWSCAS.1990.140642
  • Filename
    140642
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2782775