Hybrid SORN support vector machine classifier : a hardware implementation of the RBF kernel

Hülsmeier, Nils; Bärthel, Moritz; Rust, Jochen; Paul, Steffen

doi:10.1109/IEEECONF60004.2024.10942961

DC Element	Wert	Sprache
dc.contributor.author	Hülsmeier, Nils	-
dc.contributor.author	Bärthel, Moritz	-
dc.contributor.author	Rust, Jochen	-
dc.contributor.author	Paul, Steffen	-
dc.date.accessioned	2025-08-07T12:26:53Z	-
dc.date.available	2025-08-07T12:26:53Z	-
dc.date.issued	2025-04-04	-
dc.identifier.isbn	979-8-3503-5405-8	en_US
dc.identifier.isbn	979-8-3503-5406-5	en_US
dc.identifier.uri	https://hdl.handle.net/20.500.12738/17976	-
dc.language.iso	en	en_US
dc.publisher	IEEE	en_US
dc.subject	FPGA	en_US
dc.subject	hardware	en_US
dc.subject	Hybrid SORN	en_US
dc.subject	machine learning	en_US
dc.subject	MNIST	en_US
dc.subject	RBF kernel	en_US
dc.subject	SORN	en_US
dc.subject	SVM	en_US
dc.subject.ddc	004: Informatik	en_US
dc.title	Hybrid SORN support vector machine classifier : a hardware implementation of the RBF kernel	en
dc.type	inProceedings	en_US
dc.relation.conference	Asilomar Conference on Signals, Systems, and Computers 2024	en_US
dc.identifier.scopus	2-s2.0-105002676039	en
dc.description.version	PeerReviewed	en_US
tuhh.container.endpage	1915	en_US
tuhh.container.startpage	1911	en_US
tuhh.oai.show	true	en_US
tuhh.publication.institute	Department Informatik	en_US
tuhh.publication.institute	Fakultät Technik und Informatik	en_US
tuhh.publisher.doi	10.1109/IEEECONF60004.2024.10942961	-
tuhh.relation.ispartofseries	Conference record of the Fifty-Eighth Asilomar Conference on Signals, Systems & Computers : October 27 - 30, 2024, Pacific Grove, California	en_US
tuhh.type.opus	InProceedings (Aufsatz / Paper einer Konferenz etc.)	-
dc.type.casrai	Conference Paper	-
dc.type.dini	contributionToPeriodical	-
dc.type.driver	contributionToPeriodical	-
dc.type.status	info:eu-repo/semantics/publishedVersion	en_US
dcterms.DCMIType	Text	-
dc.source.type	cp	en
dc.funding.number	16KISK016	en
dc.funding.sponsor	Bundesministerium für Bildung und Forschung	en
dc.relation.acronym	BMBF	en
item.languageiso639-1	en	-
item.tuhhseriesid	Conference record of the Fifty-Eighth Asilomar Conference on Signals, Systems & Computers : October 27 - 30, 2024, Pacific Grove, California	-
item.creatorGND	Hülsmeier, Nils	-
item.creatorGND	Bärthel, Moritz	-
item.creatorGND	Rust, Jochen	-
item.creatorGND	Paul, Steffen	-
item.cerifentitytype	Publications	-
item.openairecristype	http://purl.org/coar/resource_type/c_5794	-
item.creatorOrcid	Hülsmeier, Nils	-
item.creatorOrcid	Bärthel, Moritz	-
item.creatorOrcid	Rust, Jochen	-
item.creatorOrcid	Paul, Steffen	-
item.fulltext	No Fulltext	-
item.grantfulltext	none	-
item.openairetype	inProceedings	-
item.seriesref	Conference record of the Fifty-Eighth Asilomar Conference on Signals, Systems & Computers : October 27 - 30, 2024, Pacific Grove, California	-
crisitem.author.dept	Department Informatik	-
crisitem.author.orcid	0000-0002-1345-076X	-
crisitem.author.parentorg	Fakultät Technik und Informatik	-
Enthalten in den Sammlungen:	Publications without full text