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dc.contributor.authorBurkitt, AN
dc.contributor.authorGilson, M
dc.contributor.authorvan Hemmen, JL
dc.date.available2014-05-21T22:47:23Z
dc.date.available2007-03-03
dc.date.issued2007-05-01
dc.identifierhttp://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000246094400007&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=d4d813f4571fa7d6246bdc0dfeca3a1c
dc.identifier.citationBurkitt, A. N., Gilson, M. & van Hemmen, J. L. (2007). Spike-timing-dependent plasticity for neurons with recurrent connections. BIOLOGICAL CYBERNETICS, 96 (5), pp.533-546. https://doi.org/10.1007/s00422-007-0148-2.
dc.identifier.issn0340-1200
dc.identifier.urihttp://hdl.handle.net/11343/29256
dc.description.abstractThe dynamics of the learning equation, which describes the evolution of the synaptic weights, is derived in the situation where the network contains recurrent connections. The derivation is carried out for the Poisson neuron model. The spiking-rates of the recurrently connected neurons and their cross-correlations are determined self- consistently as a function of the external synaptic inputs. The solution of the learning equation is illustrated by the analysis of the particular case in which there is no external synaptic input. The general learning equation and the fixed-point structure of its solutions is discussed.
dc.languageEnglish
dc.publisherSPRINGER
dc.subjectArtificial Intelligence and Image Processing
dc.titleSpike-timing-dependent plasticity for neurons with recurrent connections
dc.typeJournal Article
dc.identifier.doi10.1007/s00422-007-0148-2
melbourne.peerreviewPeer Reviewed
melbourne.affiliationThe University of Melbourne
melbourne.affiliation.departmentElectrical and Electronic Engineering
melbourne.source.titleBIOLOGICAL CYBERNETICS
melbourne.source.volume96
melbourne.source.issue5
melbourne.source.pages533-546
dc.description.pagestart533
melbourne.publicationid88970
melbourne.elementsid295712
melbourne.contributor.authorBurkitt, Anthony
melbourne.contributor.authorGILSON, MATTHIEU
dc.identifier.eissn1432-0770
melbourne.accessrightsThis item is currently not available from this repository


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