• DocumentCode
    3247421
  • Title

    Noise-induced critical behavior in an electronic model of a single neuron

  • Author

    Bulsara, A.R. ; Jacobs, E.W.

  • Author_Institution
    US Naval Ocean Syst. Center, San Diego, CA, USA
  • fYear
    1989
  • fDate
    0-0 1989
  • Abstract
    Summary form only given, as follows. A simple electronic circuit model of a single neuron with inertial feedback is considered. The neutron is assumed to be driven by an external signal comprising constant (DC) and random components. In addition, the nonlinearity parameter in the circuit is assumed to fluctuate, thereby giving rise to critical behavior including the onset of hysteresis phenomena even for system parameter values that would not otherwise support such behavior. This noise-induced critical behavior is analyzed, in the long time limit, through a study of the probability density function describing the neural response.<>
  • Keywords
    neural nets; probability; electronic model; hysteresis; inertial feedback; neural response; noise-induced critical behavior; nonlinearity parameter; probability density function; single neuron; Neural networks; Probability;
  • 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.1989.118379
  • Filename
    118379