Multiplier-free neural networks : an exploration of SORN-based neural networks on hardware

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

doi:10.1109/MOCAST65744.2025.11083934

DC Element	Wert	Sprache
dc.contributor.author	Hülsmeier, Nils	-
dc.contributor.author	Steenken, Jannik	-
dc.contributor.author	Bärthel, Moritz	-
dc.contributor.author	Rust, Jochen	-
dc.contributor.author	Paul, Steffen	-
dc.date.accessioned	2025-12-16T10:50:05Z	-
dc.date.available	2025-12-16T10:50:05Z	-
dc.date.issued	2025-07-22	-
dc.identifier.isbn	979-8-3315-3914-6	en_US
dc.identifier.isbn	979-8-3315-3915-3	en_US
dc.identifier.issn	2993-4443	en_US
dc.identifier.uri	https://hdl.handle.net/20.500.12738/18546	-
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	neural network	en_US
dc.subject	SORN	en_US
dc.subject.ddc	004: Informatik	en_US
dc.title	Multiplier-free neural networks : an exploration of SORN-based neural networks on hardware	en
dc.type	inProceedings	en_US
dc.relation.conference	International Conference on Modern Circuits and Systems Technologies 2025	en_US
dc.description.version	PeerReviewed	en_US
tuhh.oai.show	true	en_US
tuhh.publication.institute	Department Informatik (ehemalig, aufgelöst 10.2025)	en_US
tuhh.publication.institute	Fakultät Technik und Informatik (ehemalig, aufgelöst 10.2025)	en_US
tuhh.publisher.doi	10.1109/MOCAST65744.2025.11083934	-
tuhh.relation.ispartofseries	2025 14th International Conference on Modern Circuits and Systems Technologies (MOCAST) : proceedings : 11-13 June 2025, Dresden, Germany	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	-
item.cerifentitytype	Publications	-
item.languageiso639-1	en	-
item.seriesref	2025 14th International Conference on Modern Circuits and Systems Technologies (MOCAST) : proceedings : 11-13 June 2025, Dresden, Germany	-
item.creatorOrcid	Hülsmeier, Nils	-
item.creatorOrcid	Steenken, Jannik	-
item.creatorOrcid	Bärthel, Moritz	-
item.creatorOrcid	Rust, Jochen	-
item.creatorOrcid	Paul, Steffen	-
item.openairetype	inProceedings	-
item.fulltext	No Fulltext	-
item.openairecristype	http://purl.org/coar/resource_type/c_5794	-
item.creatorGND	Hülsmeier, Nils	-
item.creatorGND	Steenken, Jannik	-
item.creatorGND	Bärthel, Moritz	-
item.creatorGND	Rust, Jochen	-
item.creatorGND	Paul, Steffen	-
item.tuhhseriesid	2025 14th International Conference on Modern Circuits and Systems Technologies (MOCAST) : proceedings : 11-13 June 2025, Dresden, Germany	-
item.grantfulltext	none	-
crisitem.author.dept	Department Informatik (ehemalig, aufgelöst 10.2025)	-
crisitem.author.orcid	0000-0002-1345-076X	-
crisitem.author.parentorg	Fakultät Technik und Informatik (ehemalig, aufgelöst 10.2025)	-
Enthalten in den Sammlungen:	Publications without full text