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
fDate :
7/1/2015 12:00:00 AM
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"
Conference_Titel :
Nanotechnology (IEEE-NANO) , 2015 IEEE 15th International Conference on
DOI :
10.1109/NANO.2015.7388684
