K-means clustering in a memristive logic array

: Tissari J, Poikonen JH, Lehtonen E, Laiho M, Koskinen L

: IEEE NANO 2015 15th INTERNATIONAL CONFERENCE ON NANOTECHNOLOGY

: 2015

: 2015 IEEE 15TH INTERNATIONAL CONFERENCE ON NANOTECHNOLOGY (IEEE-NANO)

: 633

: 636

: 4

: 978-1-4673-8155-0

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.