• DocumentCode
    303281
  • Title

    Silicon models of visual cortical processing

  • Author

    Theogarajan, Luke ; Akers, L.A.

  • Author_Institution
    Center for Solid State Electron. Res., Arizona State Univ., Tempe, AZ, USA
  • Volume
    2
  • fYear
    1996
  • fDate
    3-6 Jun 1996
  • Firstpage
    659
  • Abstract
    Receptive field structures found in the visual cortex of the mammalian brain act as oriented, localized spatial frequency filters. There has been interest in the use of such receptive field profiles for image coding and texture processing. These receptive field structures resemble Gabor filters. Systems employing such Gabor filters have been implemented in software for a variety of applications. We believe a hardware implementation of such cells will be helpful in artificial visual processing. We have implemented analog VLSI cells whose outputs resemble the receptive field profiles found in the visual cortex. We describe experimental results of our circuit. Our circuit is the first silicon model of visual cortical processing
  • Keywords
    VLSI; analogue integrated circuits; brain models; image coding; image texture; neurophysiology; physiological models; vision; Gabor filters; analog VLSI cells; artificial visual processing; image coding; mammalian brain; receptive field structures; silicon models; texture processing; visual cortex; visual cortical processing; Brain modeling; Circuits; Computer vision; Differential amplifiers; Frequency; Gabor filters; Neurons; Silicon; Very large scale integration; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1996., IEEE International Conference on
  • Conference_Location
    Washington, DC
  • Print_ISBN
    0-7803-3210-5
  • Type

    conf

  • DOI
    10.1109/ICNN.1996.548974
  • Filename
    548974