• DocumentCode
    2631262
  • Title

    Modeling neuron firing pattern using a two state Markov chain

  • Author

    Nossenson, Nir ; Messer, Hagit

  • fYear
    2010
  • fDate
    4-7 Oct. 2010
  • Firstpage
    41
  • Lastpage
    44
  • Abstract
    We study a possible model for neuron firing pattern as a two state Markov chain. We compare the qualitative predications of the model with various types of neural measurements available in the literature. It is shown that this model explains well several phenomena observed in different sensory systems of mammals.
  • Keywords
    Markov processes; bioelectric phenomena; neurophysiology; physiological models; mammals; neuron firing pattern; sensory systems; two state Markov chain modeling; Auditory system; Brain modeling; Hidden Markov models; Markov processes; Mathematical model; Neurons; Probabilistic logic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensor Array and Multichannel Signal Processing Workshop (SAM), 2010 IEEE
  • Conference_Location
    Jerusalem
  • ISSN
    1551-2282
  • Print_ISBN
    978-1-4244-8978-7
  • Electronic_ISBN
    1551-2282
  • Type

    conf

  • DOI
    10.1109/SAM.2010.5606761
  • Filename
    5606761
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2631262