Hybrid SORN implementation of k-nearest neighbor algorithm on FPGA

Hulsmeier, Nils; Bärthel, Moritz; Karsthof, Ludwig; Rust, Jochen; Paul, Steffen

doi:10.1109/NEWCAS52662.2022.9841985

Publisher DOI:	10.1109/NEWCAS52662.2022.9841985
Title:	Hybrid SORN implementation of k-nearest neighbor algorithm on FPGA
Language:	English
Authors:	Hulsmeier, Nils Bärthel, Moritz Karsthof, Ludwig Rust, Jochen Paul, Steffen
Keywords:	FPGA; hardware; Hybrid SORN; kNN; machine learning; MNIST; SORN
Issue Date:	5-Aug-2022
Publisher:	IEEE
Part of Series:	2022 20th IEEE Interregional NEWCAS Conference (NEWCAS) : 19-22 June 2022
Startpage:	163
Endpage:	167
Conference:	IEEE International New Circuits and Systems Conference 2022
URI:	http://hdl.handle.net/20.500.12738/14139
ISBN:	978-1-66540-105-0 978-1-66540-106-7
Review status:	This version was peer reviewed (peer review)
Institute:	DSI Aerospace Technologie GmbH
Type:	Chapter/Article (Proceedings)
Appears in Collections:	Publications without full text