• DocumentCode
    981687
  • Title

    Second-order neural core for bioinspired focal-plane dynamic image processing in CMOS

  • Author

    Carmona-Galán, Ricardo ; Jiménez-Garrido, Francisco ; Domínguez-Mata, Carlos Manuel ; Domínguez-Castro, Rafael ; Meana, Servando Espejo ; Petras, Istvan ; Rodríguez-Vázquez, Ángel

  • Author_Institution
    Centro Nacional de Microelectron., Univ. de Sevilla, Seville, Spain
  • Volume
    51
  • Issue
    5
  • fYear
    2004
  • fDate
    5/1/2004 12:00:00 AM
  • Firstpage
    913
  • Lastpage
    925
  • Abstract
    Based on studies of the mammalian retina, a bioinspired model for mixed-signal array processing has been implemented on silicon. This model mimics the way in which images are processed at the front-end of natural visual pathways, by means of programmable complex spatio-temporal dynamic. When embedded into a focal-plane processing chip, such a model allows for online parallel filtering of the captured image; the outcome of such processing can be used to develop control feedback actions to adapt the response of photoreceptors to local image features. Beyond simple resistive grid filtering, it is possible to program other spatio-temporal processing operators into the model core, such as nonlinear and anisotropic diffusion, among others. This paper presents analog and mixed-signal very large-scale integration building blocks to implement this model, and illustrates their operation through experimental results taken from a prototype chip fabricated in a 0.5-μm CMOS technology.
  • Keywords
    CMOS integrated circuits; VLSI; filters; image processing; image sensors; nonlinear systems; parallel processing; silicon; CMOS technology; anisotropic diffusion; bioinspired focal-plane; bioinspired model; focal-plane processing chip; grid filtering; image processing; local image features; mammalian retina; mixed-signal array processing; neural core; nonlinear diffusion; nonlinear systems; online parallel filtering; parallel processing; photoreceptors; programmable complex spatio-temporal dynamic; silicon; spatio-temporal processing operators; very large-scale integration; visual pathways; Anisotropic magnetoresistance; Array signal processing; CMOS process; CMOS technology; Filtering; Image processing; Photoreceptors; Retina; Semiconductor device modeling; Silicon; Neural network hardware; nonlinear systems; parallel processing;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems I: Regular Papers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1549-8328
  • Type

    jour

  • DOI
    10.1109/TCSI.2004.827641
  • Filename
    1296804