• DocumentCode
    1838309
  • Title

    Integrated circuit implementation of a cortical neuron

  • Author

    Wijekoon, Jayawan H B ; Dudek, Piotr

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Univ. of Manchester, Manchester
  • fYear
    2008
  • fDate
    18-21 May 2008
  • Firstpage
    1784
  • Lastpage
    1787
  • Abstract
    This paper presents an analogue integrated circuit implementation of a cortical neuron model. The VLSI chip prototype has been implemented in a 0.35 mum CMOS technology. The single neuron cell has a compact layout and very low energy consumption, in the range of 9 pJ per spike. Experimental results demonstrate the capability of the circuit to generate a realistic spike shape and a variety of spiking and bursting firing patterns. The models of various cortical neuron types are obtained in a single circuit, through the adjustment of two biasing voltages, making the circuit suitable for applications in reconfigurable neuromorphic devices that implement biologically plausible spiking neural networks.
  • Keywords
    CMOS analogue integrated circuits; VLSI; neural nets; CMOS technology; VLSI chip prototype; analogue integrated circuit implementation; biasing voltages; biologically plausible spiking neural networks; bursting firing patterns; cortical neuron model; reconfigurable neuromorphic devices; single neuron cell; spiking firing patterns; Analog integrated circuits; CMOS technology; Energy consumption; Integrated circuit modeling; Integrated circuit technology; Neurons; Prototypes; Semiconductor device modeling; Shape; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2008. ISCAS 2008. IEEE International Symposium on
  • Conference_Location
    Seattle, WA
  • Print_ISBN
    978-1-4244-1683-7
  • Electronic_ISBN
    978-1-4244-1684-4
  • Type

    conf

  • DOI
    10.1109/ISCAS.2008.4541785
  • Filename
    4541785