• DocumentCode
    3734687
  • Title

    K-means clustering in a memristive logic array

  • Author

    Jari Tissari;Jussi H. Poikonen;Eero Lehtonen;Mika Laiho;Lauri Koskinen

  • Author_Institution
    Technology Research Center, University of Turku, Finland
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    633
  • Lastpage
    636
  • Abstract
    In this paper, we present an implementation of the K-means clustering algorithm using a CMOS/memristor hybrid architecture. We verify the correctness and estimate the energy and power consumption of our implementation using HSPICE simulations.
  • Keywords
    "Clustering algorithms","Hamming distance","Computer architecture","Memristors","Time complexity","Computational modeling","Classification algorithms"
  • Publisher
    ieee
  • Conference_Titel
    Nanotechnology (IEEE-NANO) , 2015 IEEE 15th International Conference on
  • Type

    conf

  • DOI
    10.1109/NANO.2015.7388684
  • Filename
    7388684
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3734687