• DocumentCode
    1942414
  • Title

    A Biologically Plausible Neuron Circuit

  • Author

    Dowrick, Thomas ; Hall, Steve ; McDaid, Liam ; Buiu, Octavian ; Kelly, Peter

  • Author_Institution
    Univ. of Liverpool, Liverpool
  • fYear
    2007
  • fDate
    12-17 Aug. 2007
  • Firstpage
    715
  • Lastpage
    719
  • Abstract
    A neuron circuit is presented which can mimic the operation of a spiking neuron cell. A current mirror configuration allows the temporal summing of synaptic inputs, which are subsequently stored as a charge packet on the gate of a CMOS inverter: the inverter is coupled to a second inverter and feedback is used to facilitate re-setting the cell after firing. Charge leakage from the gate of the inverter, via a reverse biased p-n junction, provides a membrane decay time constant comparable with what is observed in biological neurons. Breadboard experiments and simulation results are presented to demonstrate the functionality of the neuron circuit.
  • Keywords
    CMOS integrated circuits; bioelectric phenomena; invertors; neural nets; CMOS inverter; biological neurons; biologically plausible neuron circuit; charge leakage; membrane decay time constant; reverse biased p-n junction; spiking neuron cell; synaptic inputs temporal summing; Biological neural networks; Biological system modeling; Brain modeling; Charge coupled devices; Circuits; Hardware; Inverters; Mirrors; Neurons; Signal generators;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2007. IJCNN 2007. International Joint Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    1098-7576
  • Print_ISBN
    978-1-4244-1379-9
  • Electronic_ISBN
    1098-7576
  • Type

    conf

  • DOI
    10.1109/IJCNN.2007.4371045
  • Filename
    4371045