• DocumentCode
    406135
  • Title

    Stochastic resonance in a single bistable neuron and its application

  • Author

    Jianghai, Duan ; Aiguo, Song ; Yiqing, Wang ; Xiulan, Wen

  • Author_Institution
    Dept. of Instrum. Sci. & Eng., Southeast Univ., Nanjing, China
  • Volume
    1
  • fYear
    2003
  • fDate
    14-17 Dec. 2003
  • Firstpage
    193
  • Abstract
    This paper investigated the response of a single bistable neuron to a weak periodic signal by the addition of the variable amount of noise. The results show that the neuron transduces the signal optimally when a certain amount of noise is present, i.e., stochastic resonance (SR). By the signal-to-noise ratio (SNR) measure, the neuron´s applicability and superiority for weak signal detection purposes are illustrated. The research enlarges the application scope of neuron to nonlinear signal processing.
  • Keywords
    neural nets; noise; resonance; signal detection; stochastic processes; SNR; noise; nonlinear signal processing; signal-to-noise ratio; single bistable neuron; stochastic resonance; weak periodic signal; weak signal detection; Background noise; Instruments; Neural networks; Neurons; Nonlinear equations; Signal detection; Signal processing; Stochastic processes; Stochastic resonance; Strontium;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    0-7803-7702-8
  • Type

    conf

  • DOI
    10.1109/ICNNSP.2003.1279244
  • Filename
    1279244