• DocumentCode
    1051330
  • Title

    A Spatial Contrast Retina With On-Chip Calibration for Neuromorphic Spike-Based AER Vision Systems

  • Author

    Costas-Santos, Jesús ; Serrano-Gotarredona, Teresa ; Serrano-Gotarredona, Rafael ; Linares-Barranco, Bernabé

  • Author_Institution
    Nat. Microelectron. Center, Sevilla
  • Volume
    54
  • Issue
    7
  • fYear
    2007
  • fDate
    7/1/2007 12:00:00 AM
  • Firstpage
    1444
  • Lastpage
    1458
  • Abstract
    We present a 32 times 32 pixels contrast retina microchip that provides its output as an address event representation (AER) stream. Spatial contrast is computed as the ratio between pixel photocurrent and a local average between neighboring pixels obtained with a diffuser network. This current-based computation produces an important amount of mismatch between neighboring pixels, because the currents can be as low as a few pico-amperes. Consequently, a compact calibration circuitry has been included to trimm each pixel. Measurements show a reduction in mismatch standard deviation from 57% to 6.6% (indoor light). The paper describes the design of the pixel with its spatial contrast computation and calibration sections. About one third of pixel area is used for a 5-bit calibration circuit. Area of pixel is 58 mum times 56 mum , while its current consumption is about 20 nA at 1-kHz event rate. Extensive experimental results are provided for a prototype fabricated in a standard 0.35-mum CMOS process.
  • Keywords
    CMOS image sensors; calibration; computer vision; eye; AER vision systems; address event representation stream; compact calibration circuitry; contrast retina microchip; diffuser network; mismatch standard deviation; neuromorphic spike; on-chip calibration; size 0.35 mum; spatial contrast computation; spatial contrast retina; standard CMOS process; Calibration; Circuits; Computer networks; Machine vision; Measurement standards; Neuromorphics; Photoconductivity; Prototypes; Retina; System-on-a-chip; Address-event representation (AER); analog circuits; artifical retina; calibration; contrast computation; current-mode circuits; imagers; low-power circuits and systems; mismatch; neuromorphic circuits; sensory systems; trimming; vision systems; weak inversion circuits;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems I: Regular Papers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1549-8328
  • Type

    jour

  • DOI
    10.1109/TCSI.2007.900179
  • Filename
    4268401