• DocumentCode
    270714
  • Title

    Hierarchical description and analysis of CNN algorithms

  • Author

    Müller, Jörg ; Müller, Jörg ; Tetzlaff, Ronald

  • Author_Institution
    Inst. of Fundamentals of Electr. Eng., Tech. Univ. Dresden, Dresden, Germany
  • fYear
    2014
  • fDate
    29-31 July 2014
  • Firstpage
    1
  • Lastpage
    2
  • Abstract
    When designing algorithms, several implementations are often feasible, performing differently on the hardware. We introduce a formalism to hierarchically describe CNN-based algorithms, aimed at an execution on a CNN Universal Machine. Apart from the mere description, the formalism facilitates performance estimation and programming of the algorithms.
  • Keywords
    cellular neural nets; CNN algorithm analysis; CNN algorithm hierarchical description; CNN universal machine; algorithm performance estimation; algorithm programming; cellular neural network; Algorithm design and analysis; Couplings; Delays; Estimation; Hardware; Software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cellular Nanoscale Networks and their Applications (CNNA), 2014 14th International Workshop on
  • Conference_Location
    Notre Dame, IN
  • Type

    conf

  • DOI
    10.1109/CNNA.2014.6888629
  • Filename
    6888629
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=270714