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Cross nearest-spike interval based method to measure synchrony dynamics

dc.contributor.authorGonzález Montoro, Aldana María
dc.contributor.authorCao, Ricardo
dc.contributor.authorFaes, Christel
dc.contributor.authorMolenberghs, Geert
dc.contributor.authorEspinosa, Nelson
dc.contributor.authorCudeiro, Javier
dc.contributor.authorMariño Alfonso, Xurxo
dc.date.accessioned2015-05-18T08:24:56Z
dc.date.available2015-05-18T08:24:56Z
dc.date.issued2014-02
dc.identifier.citationGonzález Montoro AM, Cao R, Faes C, Molenberghs G, Espinosa N, Cudeiro J, Mariño J. Cross nearest-spike interval based method to measure synchrony dynamics. Math Biosci Eng. 2014;11(1):27-48es_ES
dc.identifier.urihttp://hdl.handle.net/2183/14516
dc.description.abstract[Abstract] A new synchrony index for neural activity is de ned in this paper. The method is able to measure synchrony dynamics in low ring 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 pro les obtained by this method. Two hypothesis tests are proposed to assess for di erences 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.es_ES
dc.description.sponsorshipinfo:eu-repo/grantAgreement/MICINN/Programa Nacional de Investigación Fundamental/MTM2008-00166/ES/INFERENCIA ESTADISTICA NO PARAMETRICA: APLICACIONES EN ANALISIS TERMICO, RIESGO DE CREDITO, MALHERBOLOGIA Y GENOMICAes_ES
dc.description.sponsorshipinfo:eu-repo/grantAgreement/MICINN/Programa Nacional de Investigación Fundamental/MTM2011-22392/ES/INFERENCIA ESTADISTICA PARA DATOS COMPLEJOS Y DE ALTA DIMENSION: APLICACIONES EN ANALISIS TERMICO, FIABILIDAD NAVAL, GENOMICA, MALHERBOLOGIA, NEUROCIENCIA Y ONCOLOGIA
dc.description.sponsorshipinfo:eu-repo/grantAgreement/MICINN/Programa Estatal de Promoción del Talento y su Empleabilidad/BES-2009-017772/ES/
dc.description.sponsorshipXunta de Galicia; INCITE09 137 272 PR
dc.language.isoenges_ES
dc.publisherAmerican Institute of Mathematical Scienceses_ES
dc.relation.urihttp://dx.doi.org/doi:10.3934/mbe.2014.11.27es_ES
dc.rightsThis is a pre-copy-editing, author-produced PDF of an article accepted for publication in "Mathematical Biosciences and Engineering" following peer review.es_ES
dc.subjectGeneralized additive modelses_ES
dc.subjectBootstrapes_ES
dc.subjectSleep-wakees_ES
dc.subjectSpontaneous activityes_ES
dc.subjectSynchronizationes_ES
dc.titleCross nearest-spike interval based method to measure synchrony dynamicses_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.rights.accessinfo:eu-repo/semantics/openAccesses_ES


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