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http://hdl.handle.net/1942/8179
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DC Field | Value | Language |
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dc.contributor.author | FAES, Christel | - |
dc.contributor.author | GEYS, Helena | - |
dc.contributor.author | MOLENBERGHS, Geert | - |
dc.contributor.author | AERTS, Marc | - |
dc.contributor.author | Cadarso-Suarez, Carmen | - |
dc.contributor.author | Acuna, Carlos | - |
dc.contributor.author | Cano, Monica | - |
dc.date.accessioned | 2008-04-08T10:05:58Z | - |
dc.date.available | NO_RESTRICTION | - |
dc.date.issued | 2008 | - |
dc.identifier.citation | JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 103(481). p. 149-161 | - |
dc.identifier.issn | 0162-1459 | - |
dc.identifier.uri | http://hdl.handle.net/1942/8179 | - |
dc.description.abstract | Neurons can transmit information about the characteristics of a stimulus through the spike rate of neurons and synchronization of the neurons. Various association measure can be used to describe how "synchronous" two spike trains are. We propose a new measure of synchrony, the conditional synchrony measure, which is the probability of firing together given that at least one of the two neurons is active. Focus is on the specification of a flexible marginal model for multivariate correlated binary data together with a pseudolikelihood estimation approach, to adequately and directly describe the measures of interest. A joint model must allow different time- and covariate-dependent firing rates for each neuron, and also must account for the association between them. The association between neurons might depend on covariates as well. | - |
dc.language.iso | en | - |
dc.publisher | AMER STATISTICAL ASSOC | - |
dc.rights | (C) 2008 American Statistical Association | - |
dc.subject.other | conditional synchrony measure; neural synchrony; neurophysiology; pseudolikelihood methodology | - |
dc.subject.other | conditional synchrony measure; neural synchrony; neurophysiology; pseudolikelihood methodology | - |
dc.title | A flexible method to measure synchrony in neuronal firing | - |
dc.type | Journal Contribution | - |
dc.identifier.epage | 161 | - |
dc.identifier.issue | 481 | - |
dc.identifier.spage | 149 | - |
dc.identifier.volume | 103 | - |
local.format.pages | 13 | - |
local.bibliographicCitation.jcat | A1 | - |
dc.description.notes | Hasselt Univ, Ctr Stat, Diepenbeek, Belgium. Univ Santiago de Compostela, Dept Physiol, Univ Hosp, Santiago De Compostela, Spain.christel.faes@uhasselt.be | - |
local.type.refereed | Refereed | - |
local.type.specified | Article | - |
dc.bibliographicCitation.oldjcat | A1 | - |
dc.identifier.doi | 10.1198/016214507000000419 | - |
dc.identifier.isi | 000254311500021 | - |
item.contributor | FAES, Christel | - |
item.contributor | GEYS, Helena | - |
item.contributor | MOLENBERGHS, Geert | - |
item.contributor | AERTS, Marc | - |
item.contributor | Cadarso-Suarez, Carmen | - |
item.contributor | Acuna, Carlos | - |
item.contributor | Cano, Monica | - |
item.validation | ecoom 2009 | - |
item.fulltext | With Fulltext | - |
item.accessRights | Open Access | - |
item.fullcitation | FAES, Christel; GEYS, Helena; MOLENBERGHS, Geert; AERTS, Marc; Cadarso-Suarez, Carmen; Acuna, Carlos & Cano, Monica (2008) A flexible method to measure synchrony in neuronal firing. In: JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 103(481). p. 149-161. | - |
crisitem.journal.issn | 0162-1459 | - |
crisitem.journal.eissn | 1537-274X | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
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A Flexible Method to Measure Synchrony.pdf | Peer-reviewed author version | 1.21 MB | Adobe PDF | View/Open |
a.pdf Restricted Access | Published version | 2.25 MB | Adobe PDF | View/Open Request a copy |
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