• DocumentCode
    1785497
  • Title

    A digital synthesis of hindmarsh-rose neuron: A thalamic neuron model of the brain

  • Author

    Kazemi, A. ; Ahmadi, Amin ; Gomar, Shaghayegh

  • Author_Institution
    Fac. of Eng., Razi Univ., Kermanshah, Iran
  • fYear
    2014
  • fDate
    20-22 May 2014
  • Firstpage
    238
  • Lastpage
    241
  • Abstract
    In recent years, understanding of the brain and its behavior has been an active research field targeting for variety of applications such as: founding new solutions to cure brain diseases, better designation of robots and study of neural network´s behavior. In this scheme, the main concept is neuron model as a building block of neural networks. Until now a large variety of the neuron models have been developed. One of these models is biological Hindmarsh-Rose neuron model which it mimics the thalamic neurons of the brain. This paper proposes a digital structure for Hindmarsh-Rose neuron model. Simulation results verify that the proposed circuit can reproduce the spiking pattern, successfully.
  • Keywords
    bioelectric phenomena; biomimetics; brain models; differential equations; diseases; network topology; neural nets; Hindmarsh-Rose neuron model synthesis; brain behavior research; brain disease treatment; brain model; circuit model; digital structure; digital synthesis; neural network behavior; robot designation; simulation; spiking pattern reproduction; thalamic neuron mimicking; thalamic neuron model; Biological neural networks; Biological system modeling; Brain modeling; Integrated circuit modeling; Mathematical model; Neurons; Data Flow Graph(DFG); Field Programmable Gate Array (FPGA); Hindmarsh-Rose(HR); Neuromorphic Engineering(NE); Spiking Neural Network(SNN);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering (ICEE), 2014 22nd Iranian Conference on
  • Conference_Location
    Tehran
  • Type

    conf

  • DOI
    10.1109/IranianCEE.2014.6999539
  • Filename
    6999539