Algorithms for the Analysis of Ensemble Neural Spiking Activity Using Simultaneous-Event Multivariate Point-Process Models

Algorithms for the Analysis of Ensemble Neural Spiking Activity Using Simultaneous-Event Multivariate Point-Process Models

Understanding how ensembles of neurons represent and transmit information in the patterns of their joint spiking activity is a fundamental question in computational neuroscience. At present, analyses of spiking activity from neuronal ensembles are limited because multivariate point process (MPP) mod...

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Bibliographic Details
Main Authors: Demba eBa, Simona eTemereanca, Emery N Brown
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-02-01
Series:Frontiers in Computational Neuroscience
Subjects:
multivariate point process (MPP) models
simultaneous-event multivariate point process (SEMPP) model
Solo's discrete-time formulation of the SEMPP model
thalamic synchrony
marked point-process (MkPP) representation
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2014.00006/full

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http://journal.frontiersin.org/Journal/10.3389/fncom.2014.00006/full

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