• DocumentCode
    671589
  • Title

    A new spiking neuron model

  • Author

    Chandra, B. ; Babu, K. V. Naresh

  • Author_Institution
    Dept. of Math., Indian Inst. of Technol. Delhi, New Delhi, India
  • fYear
    2013
  • fDate
    4-9 Aug. 2013
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    A biologically realistic spiking neuron model has been proposed which contains a novel non linear spiking function. Proposed neuron model contains a lower order spike generating function in contrast to the spike generating function of Quadratic integrate fire neuron model. It is found that lower order terms of spike generating function is sufficient for generating biologically realistic spikes. It has been proved that proposed neuron model satisfies saddle node bifurcation. The spikes generated by the proposed neuron model has been compared with the spikes of existing spiking neuron models like Leaky Integrate fire neuron model and Quadratic Integrate and fire neuron model.
  • Keywords
    bifurcation; neural nets; biologically realistic spikes; leaky integrate fire neuron model; nonlinear spiking function; quadratic integrate fire neuron model; saddle node bifurcation; spike generating function; spiking neuron model; Bifurcation; Biological system modeling; Biomembranes; Fires; Mathematical model; Neurons;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), The 2013 International Joint Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    2161-4393
  • Print_ISBN
    978-1-4673-6128-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.2013.6706930
  • Filename
    6706930