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Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/26263
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dc.contributor.authorSwingler, Kevinen_UK
dc.contributor.editorMerelo, JJen_UK
dc.contributor.editorRosa, Aen_UK
dc.contributor.editorCadenas, JMen_UK
dc.contributor.editorCorreia, ADen_UK
dc.contributor.editorMandani, Ken_UK
dc.contributor.editorRuano, Aen_UK
dc.contributor.editorFilipe, Jen_UK
dc.date.accessioned2017-12-01T23:27:49Z-
dc.date.available2017-12-01T23:27:49Z-
dc.date.issued2017en_UK
dc.identifier.urihttp://hdl.handle.net/1893/26263-
dc.description.abstractA mixed order hyper network (MOHN) is a neural network in which weights can connect any number of neurons, rather than the usual two. MOHNs can be used as content addressable memories (CAMs) with higher capacity than standard Hopfield networks. They can also be used for regression learning of functions in ƒ : {−1,1}n→R in which the turning points are equivalent to memories in a CAM. This paper presents a number of methods for learning an energy function from data that can act as either a CAM or a regression model and presents the advantages of using such an approach.en_UK
dc.language.isoenen_UK
dc.publisherSpringeren_UK
dc.relationSwingler K (2017) High capacity content addressable memory with mixed order hyper networks. In: Merelo J, Rosa A, Cadenas J, Correia A, Mandani K, Ruano A & Filipe J (eds.) Computational Intelligence: International Joint Conference, IJCCI 2015 Lisbon, Portugal, November 12-14, 2015, Revised Selected Papers. Studies in Computational Intelligence, 669. Computational Intelligence International Joint Conference, IJCCI 2015, Lisbon, Portugal, 12.11.2015-14.11.2015. Cham, Switzerland: Springer, pp. 337-358. https://doi.org/10.1007/978-3-319-48506-5_17en_UK
dc.relation.ispartofseriesStudies in Computational Intelligence, 669en_UK
dc.rightsThe publisher does not allow this work to be made publicly available in this Repository. Please use the Request a Copy feature at the foot of the Repository record to request a copy directly from the author. You can only request a copy if you wish to use this work for your own research or private study.en_UK
dc.rights.urihttp://www.rioxx.net/licenses/under-embargo-all-rights-reserveden_UK
dc.titleHigh capacity content addressable memory with mixed order hyper networksen_UK
dc.typeConference Paperen_UK
dc.rights.embargodate2998-10-31en_UK
dc.rights.embargoreason[Swingler_SCI669_2016.pdf] The publisher does not allow this work to be made publicly available in this Repository therefore there is an embargo on the full text of the work.en_UK
dc.identifier.doi10.1007/978-3-319-48506-5_17en_UK
dc.citation.issn1860-949Xen_UK
dc.citation.spage337en_UK
dc.citation.epage358en_UK
dc.citation.publicationstatusPublisheden_UK
dc.citation.peerreviewedRefereeden_UK
dc.type.statusVoR - Version of Recorden_UK
dc.author.emailkms@cs.stir.ac.uken_UK
dc.citation.btitleComputational Intelligence: International Joint Conference, IJCCI 2015 Lisbon, Portugal, November 12-14, 2015, Revised Selected Papersen_UK
dc.citation.conferencedates2015-11-12 - 2015-11-14en_UK
dc.citation.conferencelocationLisbon, Portugalen_UK
dc.citation.conferencenameComputational Intelligence International Joint Conference, IJCCI 2015en_UK
dc.citation.date30/11/2015en_UK
dc.citation.isbn978-3-319-48504-1en_UK
dc.citation.isbn978-3-319-48506-5en_UK
dc.publisher.addressCham, Switzerlanden_UK
dc.contributor.affiliationComputing Scienceen_UK
dc.identifier.isiWOS:000407483200017en_UK
dc.identifier.scopusid2-s2.0-85005953148en_UK
dc.identifier.wtid537853en_UK
dc.contributor.orcid0000-0002-4517-9433en_UK
dcterms.dateAccepted2015-11-30en_UK
dc.date.filedepositdate2017-12-01en_UK
rioxxterms.apcnot requireden_UK
rioxxterms.typeConference Paper/Proceeding/Abstracten_UK
rioxxterms.versionVoRen_UK
local.rioxx.authorSwingler, Kevin|0000-0002-4517-9433en_UK
local.rioxx.projectInternal Project|University of Stirling|https://isni.org/isni/0000000122484331en_UK
local.rioxx.contributorMerelo, JJ|en_UK
local.rioxx.contributorRosa, A|en_UK
local.rioxx.contributorCadenas, JM|en_UK
local.rioxx.contributorCorreia, AD|en_UK
local.rioxx.contributorMandani, K|en_UK
local.rioxx.contributorRuano, A|en_UK
local.rioxx.contributorFilipe, J|en_UK
local.rioxx.freetoreaddate2998-10-31en_UK
local.rioxx.licencehttp://www.rioxx.net/licenses/under-embargo-all-rights-reserved||en_UK
local.rioxx.filenameSwingler_SCI669_2016.pdfen_UK
local.rioxx.filecount1en_UK
local.rioxx.source978-3-319-48506-5en_UK
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