Multivariate autoregressive models with exogenous inputs for intracerebral responses to direct electrical stimulation of the human brain

Multivariate autoregressive models with exogenous inputs for intracerebral responses to direct electrical stimulation of the human brain

A multivariate autoregressive model with exogenous inputs is developed for describing the cortical interactions excited by direct electrical current stimulation of the cortex. Current stimulation is challenging to model because it excites neurons in multiple locations both near and distant to the st...

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Bibliographic Details
Main Authors: Jui-Yang eChang, Andrea ePigorini, Marcello eMassimini, Giulio eTononi, Lino eNobili, Barry D. Van Veen
Format: Article
Language:English
Published: Frontiers Media S.A. 2012-11-01
Series:Frontiers in Human Neuroscience
Subjects:
evoked response
Intracerebal EEG
MVARX model
Integrated information
Cross-validation
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnhum.2012.00317/full

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