• DocumentCode
    744160
  • Title

    Artificial Electrical Morris–Lecar Neuron

  • Author

    Behdad, Rachid ; Binczak, Stephane ; Dmitrichev, Alexey S. ; Nekorkin, Vladimir I. ; Bilbault, Jean-Marie

  • Author_Institution
    Lab. d´Electron., Inf. et Image, Univ. de Bourgogne, Dijon, France
  • Volume
    26
  • Issue
    9
  • fYear
    2015
  • Firstpage
    1875
  • Lastpage
    1884
  • Abstract
    In this paper, an experimental electronic neuron based on a complete Morris-Lecar model is presented, which is able to become an experimental unit tool to study collective association of coupled neurons. The circuit design is given according to the ionic currents of this model. The experimental results are compared with the theoretical prediction, leading to a good agreement between them, which therefore validate the circuit. The use of some parts of the circuit is also possible for other neurons models, namely for those based on ionic currents.
  • Keywords
    neural chips; neural nets; artificial electrical Morris-Lecar neuron; circuit design; coupled neurons collective association; ionic currents; Biological system modeling; Calcium; Integrated circuit modeling; Mathematical model; Neurons; Resistors; Transconductance; Electrical neuron; Morris–Lecar (ML); Morris???Lecar (ML); nonlinear dynamics; operational transconductance amplifier (OTA); operational transconductance amplifier (OTA).;
  • fLanguage
    English
  • Journal_Title
    Neural Networks and Learning Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2162-237X
  • Type

    jour

  • DOI
    10.1109/TNNLS.2014.2360072
  • Filename
    6920071