• DocumentCode
    3629438
  • Title

    Threshold potential optimization in the Pulse Coupled Neural Network

  • Author

    R. Forgac;I. Mokris

  • Author_Institution
    Inst. of Inf., Slovak Acad. of Sci., Bratislava
  • fYear
    2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The paper introduces an approach for threshold potential optimization in the Pulse Coupled Neural Network (PCNN) to solve the quality of generated features for image recognition tasks. Threshold potential plays very important role because it provides and controls pulse effect of PCNN. The suitable control of pulse effect can improve dimension reduction of image classification space by PCNN that is necessary for successful image recognition with high input image dimension.
  • Keywords
    "Neural networks","Neurons","Pixel","Brain modeling","Joining processes","Pulse generation","Image recognition","Image processing","Character generation","Pattern recognition"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Informatics, 2008. SISY 2008. 6th International Symposium on
  • ISSN
    1949-047X
  • Print_ISBN
    978-1-4244-2406-1
  • Electronic_ISBN
    1949-0488
  • Type

    conf

  • DOI
    10.1109/SISY.2008.4664914
  • Filename
    4664914
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3629438