• DocumentCode
    2561407
  • Title

    An emulated digital retina model implementation on FPGA

  • Author

    Nagy, Z. ; Vörösházi, Zs ; Szolgay, P.

  • Author_Institution
    Dept. of Image Process. & Neurocomputing, Veszprem Univ., Hungary
  • fYear
    2005
  • fDate
    28-30 May 2005
  • Firstpage
    278
  • Lastpage
    281
  • Abstract
    The purpose of the low-level image processing that takes place in the retina is to compress the relevant visual information to a manageable size. The behavior of the external layers of the biological retina has been successfully modelled by a cellular neural network. In the present paper a specialized emulated digital CNN-UM architecture will be introduced which can be very efficiently used in the retina model calculations. The high performance of the proposed architecture makes it possible to emulate one channel of the model in real-time.
  • Keywords
    cellular neural nets; computer vision; eye; field programmable gate arrays; image sensors; neural net architecture; physiological models; FPGA; cellular neural network; emulated digital retina model; low-level image processing; Biological system modeling; Cellular neural networks; Delay; Differential equations; Field programmable gate arrays; Image processing; Neurons; Partial differential equations; Retina; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cellular Neural Networks and Their Applications, 2005 9th International Workshop on
  • Print_ISBN
    0-7803-9185-3
  • Type

    conf

  • DOI
    10.1109/CNNA.2005.1543215
  • Filename
    1543215