• DocumentCode
    3645683
  • Title

    New architecture for SVM classifier and its application to telecommunication problems

  • Author

    Vuk Vranjković;Rastislav Struharik

  • Author_Institution
    Fakultet tehnič
  • fYear
    2011
  • Firstpage
    1543
  • Lastpage
    1545
  • Abstract
    We propose a new digital architecture for a SVM classification. The architecture uses a kernel which is suited for an implementation as a digital architecture in embedded systems. It is then tested on a channel equalization problem where real-time performances are important and hardware implementation of the classification is needed.
  • Keywords
    "Kernel","Support vector machines","Hardware","Training","Mathematical model","Computer architecture","Machine learning"
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications Forum (TELFOR), 2011 19th
  • Print_ISBN
    978-1-4577-1499-3
  • Type

    conf

  • DOI
    10.1109/TELFOR.2011.6143852
  • Filename
    6143852