Estimation of Effectivty Connectivity via Data-Driven Neural Modeling

Estimation of Effectivty Connectivity via Data-Driven Neural Modeling

This research introduces a new method for functional brain imaging via a process of model inversion. By estimating parameters of a computational model, we are able to track effective connectivity and mean membrane potential dynamics that cannot be directly measured using electrophysiological measure...

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Bibliographic Details
Main Authors: Dean Robert Freestone, Philippa Jane Karoly, Dragan eNesic, Parham eAram, Mark James Cook, David Bruce Grayden
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-11-01
Series:Frontiers in Neuroscience
Subjects:
Epilepsy
Seizures
effective connectivity
functional connectivity
parameter estimation
Kalman filter
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnins.2014.00383/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fnins.2014.00383/full

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