Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/16062
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dc.contributor.authorGonzalez Montoro, Aldana M.-
dc.contributor.authorCao, Ricardo-
dc.contributor.authorFAES, Christel-
dc.contributor.authorMOLENBERGHS, Geert-
dc.contributor.authorEspinosa, Nelson-
dc.contributor.authorCudeiro, Javer-
dc.contributor.authorMarino, Jorge-
dc.date.accessioned2013-12-13T12:31:12Z-
dc.date.available2013-12-13T12:31:12Z-
dc.date.issued2014-
dc.identifier.citationMATHEMATICAL BIOSCIENCES AND ENGINEERING, 11 (1), p. 27-48-
dc.identifier.issn1547-1063-
dc.identifier.urihttp://hdl.handle.net/1942/16062-
dc.description.abstractA new synchrony index for neural activity is defined in this paper. The method is able to measure synchrony dynamics in low firing rate scenarios. It is based on the computation of the time intervals between nearest spikes of two given spike trains. Generalized additive models are proposed for the synchrony profiles obtained by this method. Two hypothesis tests are proposed to assess for differences in the level of synchronization in a real data example. Bootstrap methods are used to calibrate the distribution of the tests. Also, the expected synchrony due to chance is computed analytically and by simulation to assess for actual synchronization.-
dc.language.isoen-
dc.titleCross nearest-spike interval based method to measure synchrony dynamics-
dc.typeJournal Contribution-
local.bibliographicCitation.conferencedateSEP 02-07, 2012-
local.bibliographicCitation.conferencename10th International Workshop on Neural Coding (NC)-
local.bibliographicCitation.conferenceplacePrague, CZECH REPUBLIC-
dc.identifier.epage48-
dc.identifier.issue1-
dc.identifier.spage27-
dc.identifier.volume11-
local.bibliographicCitation.jcatA1-
dc.description.notesMontoro, AMG (reprint author), Univ A Coruna, Fac Informat, Dept Math, Campus Elvina S-N, La Coruna 15071, Spain. agonzalezmo@udc.es; rcao@udc.es; christel.faes@uhasselt.be; geert.molenberghs@uhasselt.be; nespinosa@udc.es; jcudeiro@udc.es; xurxo@udc.es-
local.type.refereedRefereed-
local.type.specifiedArticle-
dc.identifier.doi10.3934/mbe.2014.11.27-
dc.identifier.isi000326979900004-
item.fullcitationGonzalez Montoro, Aldana M.; Cao, Ricardo; FAES, Christel; MOLENBERGHS, Geert; Espinosa, Nelson; Cudeiro, Javer & Marino, Jorge (2014) Cross nearest-spike interval based method to measure synchrony dynamics. In: MATHEMATICAL BIOSCIENCES AND ENGINEERING, 11 (1), p. 27-48.-
item.accessRightsRestricted Access-
item.contributorGonzalez Montoro, Aldana M.-
item.contributorCao, Ricardo-
item.contributorFAES, Christel-
item.contributorMOLENBERGHS, Geert-
item.contributorEspinosa, Nelson-
item.contributorCudeiro, Javer-
item.contributorMarino, Jorge-
item.validationecoom 2014-
item.fulltextWith Fulltext-
crisitem.journal.issn1547-1063-
crisitem.journal.eissn1551-0018-
Appears in Collections:Research publications
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