• DocumentCode
    2250913
  • Title

    CNNOPT: Learning dynamics and CNN chip-specific robustness

  • Author

    Hillier, Daniel ; de Souza, Samuel Xavier ; Suykens, Johan A K ; Vandewalle, Joos

  • fYear
    2006
  • fDate
    Aug. 2006
  • Firstpage
    1
  • Lastpage
    1
  • Abstract
    A software tool with the aim of learning new CNN templates and incorporating the ability to tune templates to individual chip instances is presented. During demonstration, the training process of the grayscale constrained trigger-wave template [1] will be shown. The audience can test the tool by proposing their own operation to be learned/tuned.
  • Keywords
    Cellular neural networks; Cost function; Gray-scale; Laboratories; Microwave integrated circuits; Neural networks; Optimization methods; Robustness; Spatiotemporal phenomena; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cellular Neural Networks and Their Applications, 2006. CNNA '06. 10th International Workshop on
  • Conference_Location
    Istanbul, Turkey
  • Print_ISBN
    1-4244-0640-4
  • Electronic_ISBN
    1-4244-0640-4
  • Type

    conf

  • DOI
    10.1109/CNNA.2006.341591
  • Filename
    4145831
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2250913