Cross nearest-spike interval based method to measure synchrony dynamics
| UDC.coleccion | Investigación | es_ES |
| UDC.departamento | Fisioterapia, Medicina e Ciencias Biomédicas | es_ES |
| UDC.grupoInv | Neurociencia e Control Motor (NEUROcom) | es_ES |
| dc.contributor.author | González Montoro, Aldana María | |
| dc.contributor.author | Cao, Ricardo | |
| dc.contributor.author | Faes, Christel | |
| dc.contributor.author | Molenberghs, Geert | |
| dc.contributor.author | Espinosa, Nelson | |
| dc.contributor.author | Cudeiro, Javier | |
| dc.contributor.author | Mariño Alfonso, Xurxo | |
| dc.date.accessioned | 2015-05-18T08:24:56Z | |
| dc.date.available | 2015-05-18T08:24:56Z | |
| dc.date.issued | 2014-02 | |
| 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.sponsorship | info: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 GENOMICA | es_ES |
| dc.description.sponsorship | info: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.sponsorship | info:eu-repo/grantAgreement/MICINN/Programa Estatal de Promoción del Talento y su Empleabilidad/BES-2009-017772/ES/ | |
| dc.description.sponsorship | Xunta de Galicia; INCITE09 137 272 PR | |
| dc.identifier.citation | González 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):27-48 | es_ES |
| dc.identifier.uri | http://hdl.handle.net/2183/14516 | |
| dc.language.iso | eng | es_ES |
| dc.publisher | American Institute of Mathematical Sciences | es_ES |
| dc.relation.uri | http://dx.doi.org/doi:10.3934/mbe.2014.11.27 | es_ES |
| dc.rights | This 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.rights.accessRights | open access | es_ES |
| dc.subject | Generalized additive models | es_ES |
| dc.subject | Bootstrap | es_ES |
| dc.subject | Sleep-wake | es_ES |
| dc.subject | Spontaneous activity | es_ES |
| dc.subject | Synchronization | es_ES |
| dc.title | Cross nearest-spike interval based method to measure synchrony dynamics | es_ES |
| dc.type | journal article | es_ES |
| dspace.entity.type | Publication | |
| relation.isAuthorOfPublication | e55d96b8-66e5-4991-9554-6b9bd66941b4 | |
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| relation.isAuthorOfPublication | 6b2a1480-b6ca-4f72-9281-eebb4ea521e9 | |
| relation.isAuthorOfPublication.latestForDiscovery | e55d96b8-66e5-4991-9554-6b9bd66941b4 |
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