• DocumentCode
    2474680
  • Title

    Image Segmentation using Neuromorphic Integrate-and-Fire Cells

  • Author

    Crebbin, Gregory

  • Author_Institution
    Sch. of Eng. & Math., Edith Cowan Univ., Joondalup, WA
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    305
  • Lastpage
    309
  • Abstract
    This paper introduces an electronic circuit implementation of an integrate-and-fire cell. The cell generates output current pulses when the input light intensity exceeds a given threshold. A firing cell also transmits its firing pattern to neighbouring cells, thereby causing blocks of cells to fire in synchrony when their detectors receive similar input light intensities. The synchronicity and frequency of the pulses can be used to code an image into separate regions or objects. The actions of the cell are demonstrated with the simulation of a linear 8-cell array
  • Keywords
    image coding; image segmentation; synchronisation; current pulse; electronic circuit implementation; image coding; image segmentation; light intensity; linear 8-cell array; neuromorphic integrate-and-fire cell; synchronicity; Circuits; Fires; Frequency synchronization; Hardware; Image segmentation; Neuromorphics; Photodetectors; Pulse amplifiers; Pulse generation; Voltage; integrate-and-fire; neuromorphic; segmentation; synchronisation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information, Communications and Signal Processing, 2005 Fifth International Conference on
  • Conference_Location
    Bangkok
  • Print_ISBN
    0-7803-9283-3
  • Type

    conf

  • DOI
    10.1109/ICICS.2005.1689056
  • Filename
    1689056