B3 Non-refereed article in a conference publication
K-means clustering in a memristive logic array
Authors: Tissari J, Poikonen JH, Lehtonen E, Laiho M, Koskinen L
Conference name: IEEE NANO 2015 15th INTERNATIONAL CONFERENCE ON NANOTECHNOLOGY
Publication year: 2015
Book title : 2015 IEEE 15TH INTERNATIONAL CONFERENCE ON NANOTECHNOLOGY (IEEE-NANO)
Journal name in source: 2015 IEEE 15TH INTERNATIONAL CONFERENCE ON NANOTECHNOLOGY (IEEE-NANO)
First page : 633
Last page: 636
Number of pages: 4
ISBN: 978-1-4673-8155-0
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.
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.