Fuzzy signature neural networks for classification: Optimising the structure

dc.contributor.authorGedeon, Tamas (Tom)
dc.contributor.authorZhu, Xuanying
dc.contributor.authorHe, Kun
dc.contributor.authorCopeland, Leana
dc.coverage.spatialKuching, Malaysia
dc.date.accessioned2015-12-10T23:13:41Z
dc.date.created3-6 November 2014
dc.date.issued2014
dc.date.updated2015-12-10T09:41:16Z
dc.description.abstractWe construct fuzzy signature neural networks where fuzzy signatures replace hidden neurons in a neural network similar to a radial basis function neural network. We investigated the properties of a naïve and a principled approach to fuzzy signature const
dc.identifier.isbn9783319126364
dc.identifier.urihttp://hdl.handle.net/1885/64532
dc.publisherSpringer
dc.relation.ispartofseries21st International Conference on Neural Information Processing (ICONIP 2014)
dc.rightsAuthor/s retain copyrighten_AU
dc.sourceLNCS 8834 Neural Information Processing 21st International Conference, ICONIP 2014, Kuching, Malaysia, November 3-6, 2014. Proceedings, Part I
dc.source.urihttp://link.springer.com/book/10.1007%2F978-3-319-12637-1
dc.titleFuzzy signature neural networks for classification: Optimising the structure
dc.typeConference paper
dcterms.accessRightsOpen Accessen_AU
local.bibliographicCitation.lastpage341
local.bibliographicCitation.startpage335
local.contributor.affiliationGedeon, Tamas (Tom), College of Engineering and Computer Science, ANU
local.contributor.affiliationZhu, Xuanying, College of Engineering and Computer Science, ANU
local.contributor.affiliationHe, Kun, College of Engineering and Computer Science, ANU
local.contributor.affiliationCopeland, Leana, College of Engineering and Computer Science, ANU
local.contributor.authoremailu4088783@anu.edu.au
local.contributor.authoruidGedeon, Tamas (Tom), u4088783
local.contributor.authoruidZhu, Xuanying, u5251881
local.contributor.authoruidHe, Kun, u5058161
local.contributor.authoruidCopeland, Leana, u4309668
local.description.notesImported from ARIES
local.description.refereedYes
local.identifier.absfor080108 - Neural, Evolutionary and Fuzzy Computation
local.identifier.absseo970108 - Expanding Knowledge in the Information and Computing Sciences
local.identifier.ariespublicationa383154xPUB956
local.identifier.scopusID2-s2.0-84921446165
local.identifier.uidSubmittedBya383154
local.type.statusPublished Version

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