• DocumentCode
    1949915
  • Title

    Silicon primary visual cortex designed with a mixed analog-digital architecture

  • Author

    Yagi, Tetsuya ; Shimonomura, Kazuhiro

  • Author_Institution
    Osaka Univ., Osaka
  • fYear
    2007
  • fDate
    12-17 Aug. 2007
  • Firstpage
    2723
  • Lastpage
    2728
  • Abstract
    We designed a mixed analog-digital neuromorphic vision system that can replicate the response of complex cells in the primary visual cortex (V1). Using the system, the binocular disparity energy maps were calculated in natural scenes in real time. Because of its compact hardware and low power dissipation, the neuromorphic vision system developed in the present study is suitable to robotic vision. More interestingly, it provides insights to explore the visual function of the neuronal network of the brain, visualizing neural images inferred from physiological experiments.
  • Keywords
    VLSI; field programmable gate arrays; logic design; mixed analogue-digital integrated circuits; neural nets; robot vision; FPGA; VLSI; binocular disparity energy maps; brain neuronal network; mixed analog-digital architecture; mixed analog-digital neuromorphic vision system; neural image visualization; robotic vision; silicon primary visual cortex; Analog-digital conversion; Biological neural networks; Hardware; Layout; Machine vision; Neuromorphics; Power dissipation; Real time systems; Robot vision systems; Silicon;
  • 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.2007.4371389
  • Filename
    4371389