Measuring directed functional connectivity using non-parametric directionality analysis: Validation and comparison with non-parametric Granger Causality

Background: ‘Non-parametric directionality’ (NPD) is a novel method for estimation of directed functional connectivity (dFC) in neural data. The method has previously been verified in its ability to recover causal interactions in simulated spiking networks in Halliday et al. (2015). Methods: This wo...

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Bibliographic Details
Main Authors: Timothy O. West, David M. Halliday, Steven L. Bressler, Simon F. Farmer, Vladimir Litvak
Format: Article
Language:English
Published: Elsevier 2020-09-01
Series:NeuroImage
Subjects:
EEG
MEG
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811920302834