• DocumentCode
    464973
  • Title

    A Bio-Inspired Adaptive Retinal Processing Neuron with Multiplexed Spiking Outputs

  • Author

    Banks, Dylan ; Degenaar, Patrick ; Toumazou, Chris

  • Author_Institution
    Inst. of Biomed. Eng., Imperial Coll. of Sci., Technol. & Medicine, London
  • fYear
    2007
  • fDate
    27-30 May 2007
  • Firstpage
    2375
  • Lastpage
    2378
  • Abstract
    We present an adaptive, current-mode analogue neuron circuit (Boahen, 1996), which adapts its spiking output frequency and pulse width relative to the magnitude and vector of the computation of its input nodes. By modulating the pulse width to represent the output vector signed double byte data transfer protocol along a single channel is enabled: doubling output data bandwidth. This artificial neuron consists of a four quadrant current subtraction circuit, a low power current comparator, and an adaptive spiking output circuit, implementing novel, distributed, focal plane image processing, enabling real-time operation. Each cell consumes 15 pico-joules, and takes 20 milliseconds to process an output decision: allowing it to be integrated within large scale arrays. This biologically inspired circuit imitates the spatial image processing at the Bipolar, Ganglion cell nodes of the retina, and has used these cells´ functions to define its processing algorithms.
  • Keywords
    analogue processing circuits; current comparators; current-mode circuits; eye; image processing; low-power electronics; neural nets; adaptive current-mode analogue neuron circuit; adaptive spiking output circuit; artificial neuron; bio-inspired adaptive retinal processing neuron; biologically inspired circuit; bipolar Ganglion cell nodes; double byte data transfer protocol; focal plane image processing; four quadrant current subtraction circuit; low power current comparator; multiplexed spiking outputs; pulse width modulation; spatial image processing; Analog computers; Cells (biology); Frequency; Image processing; Neurons; Protocols; Pulse circuits; Pulse width modulation; Retina; Space vector pulse width modulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2007. ISCAS 2007. IEEE International Symposium on
  • Conference_Location
    New Orleans, LA
  • Print_ISBN
    1-4244-0920-9
  • Electronic_ISBN
    1-4244-0921-7
  • Type

    conf

  • DOI
    10.1109/ISCAS.2007.377937
  • Filename
    4253153