NLGC: Network localized Granger causality with application to MEG directional functional connectivity analysis

NLGC: Network localized Granger causality with application to MEG directional functional connectivity analysis

Identifying the directed connectivity that underlie networked activity between different cortical areas is critical for understanding the neural mechanisms behind sensory processing. Granger causality (GC) is widely used for this purpose in functional magnetic resonance imaging analysis, but there t...

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Bibliographic Details
Main Authors: Behrad Soleimani, Proloy Das, I.M. Dushyanthi Karunathilake, Stefanie E. Kuchinsky, Jonathan Z. Simon, Behtash Babadi
Format: Article
Language:English
Published: Elsevier 2022-10-01
Series:NeuroImage
Subjects:
MEG
Granger causality
Source localization
Statistical inference
Functional connectivity analysis
Auditory processing
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811922006127

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