The use of a priori information in ICA-based techniques for real-time fMRI: an evaluation of static/dynamic and spatial/temporal characteristics

The use of a priori information in ICA-based techniques for real-time fMRI: an evaluation of static/dynamic and spatial/temporal characteristics

Real-time brain functional MRI (rt-fMRI) allows in-vivo non-invasive monitoring of neural networks. The use of multivariate data-driven analysis methods such as independent component analysis (ICA) offers an attractive trade-off between data interpretability and information extraction, and can be us...

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Bibliographic Details
Main Authors: Nicola eSoldati, Vince D Calhoun, Lorenzo eBruzzone, Jorge eJovicich
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-03-01
Series:Frontiers in Human Neuroscience
Subjects:
ICA
adaptive algorithms
real-time fMRI
a priori knowledge
dynamic monitoring
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnhum.2013.00064/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fnhum.2013.00064/full

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