Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/2701
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dc.contributor.authorYang, Zhijunen_UK
dc.contributor.authorHennig, Matthias Hen_UK
dc.contributor.authorPostlethwaite, Michaelen_UK
dc.contributor.authorForsythe, Ian Den_UK
dc.contributor.authorGraham, Bruceen_UK
dc.date.accessioned2018-04-24T02:05:10Z-
dc.date.available2018-04-24T02:05:10Z-
dc.date.issued2009-04en_UK
dc.identifier.urihttp://hdl.handle.net/1893/2701-
dc.description.abstractWe use a mathematical model of the calyx of Held to explore information transmission at this giant glutamatergic synapse. The significant depression of the postsynaptic response to repeated stimulation in vitro is a result of various activity-dependent processes in multiple time scales, which can be reproduced by multiexponential functions in this model. When stimulated by Poisson-distributed spike trains the amplitude of the postsynaptic current varies considerably with the preceding interspike intervals. Here we quantify the information contained in the postsynaptic current amplitude about preceding interspike intervals and determine the impact of different pre- and postsynaptic factors on information transmission. The mutual information between presynaptic spike times and the amplitude of the postsynaptic response in general decreases as the mean stimulation rate increases, but remains high even at frequencies greater than 100 Hz, unlike at many neocortical synapses. The maintenance of information transmission is attributable largely to vesicle recycling rates at low frequencies of stimulation, shifting to vesicle release probability at high frequencies. Also at higher frequencies the synapse operates largely in a release ready mode in which most release sites contain a release-ready vesicle and release probabilities are low.en_UK
dc.language.isoenen_UK
dc.publisherMassachusetts Institute of Technology Press (MIT Press)en_UK
dc.relationYang Z, Hennig MH, Postlethwaite M, Forsythe ID & Graham B (2009) Wide-band information transmission at the calyx of Held. Neural Computation, 21 (4), pp. 991-1017. http://www.mitpressjournals.org/loi/neco; https://doi.org/10.1162/neco.2008.02-08-714en_UK
dc.rightsPublished in Neural Computation. Copyright 2008 Massachusetts Institute of Technology.; Neural Computation 21, 991–1017 (2009) © 2008 Massachusetts Institute of Technologyen_UK
dc.subjectcomputational neuroscienceen_UK
dc.subjectshort term synaptic dynamicsen_UK
dc.subjectinformation theoryen_UK
dc.subjectArtificial intelligence Computer programsen_UK
dc.subjectNeural networks Computer scienceen_UK
dc.subjectFuzzy logicen_UK
dc.subjectComputational intelligenceen_UK
dc.titleWide-band information transmission at the calyx of Helden_UK
dc.typeJournal Articleen_UK
dc.rights.embargoreason[Wide-band information transmission at the calyx of Held.pdf] Publisher conditions require a 3 month embargo.en_UK
dc.identifier.doi10.1162/neco.2008.02-08-714en_UK
dc.identifier.pmid19018705en_UK
dc.citation.jtitleNeural Computationen_UK
dc.citation.issn1530-888Xen_UK
dc.citation.issn0899-7667en_UK
dc.citation.volume21en_UK
dc.citation.issue4en_UK
dc.citation.spage991en_UK
dc.citation.epage1017en_UK
dc.citation.publicationstatusPublisheden_UK
dc.citation.peerreviewedRefereeden_UK
dc.type.statusVoR - Version of Recorden_UK
dc.identifier.urlhttp://www.mitpressjournals.org/loi/necoen_UK
dc.author.emailb.graham@cs.stir.ac.uken_UK
dc.citation.date20/03/2009en_UK
dc.contributor.affiliationUniversity of Stirlingen_UK
dc.contributor.affiliationUniversity of Stirlingen_UK
dc.contributor.affiliationUniversity of Leicesteren_UK
dc.contributor.affiliationUniversity of Leicesteren_UK
dc.contributor.affiliationComputing Scienceen_UK
dc.identifier.isiWOS:000264896200004en_UK
dc.identifier.scopusid2-s2.0-65549104695en_UK
dc.identifier.wtid892830en_UK
dc.contributor.orcid0000-0002-3243-2532en_UK
dcterms.dateAccepted2009-03-20en_UK
dc.date.filedepositdate2011-02-08en_UK
rioxxterms.typeJournal Article/Reviewen_UK
rioxxterms.versionVoRen_UK
local.rioxx.authorYang, Zhijun|en_UK
local.rioxx.authorHennig, Matthias H|en_UK
local.rioxx.authorPostlethwaite, Michael|en_UK
local.rioxx.authorForsythe, Ian D|en_UK
local.rioxx.authorGraham, Bruce|0000-0002-3243-2532en_UK
local.rioxx.projectInternal Project|University of Stirling|https://isni.org/isni/0000000122484331en_UK
local.rioxx.freetoreaddate2011-02-08en_UK
local.rioxx.licencehttp://www.rioxx.net/licenses/all-rights-reserved|2011-02-08|en_UK
local.rioxx.filenameWide-band information transmission at the calyx of Held.pdfen_UK
local.rioxx.filecount1en_UK
local.rioxx.source0899-7667en_UK
Appears in Collections:Computing Science and Mathematics Journal Articles

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