IVA using complex multivariate GGD: application to fMRI analysis

DOI10.1007/s11045-019-00685-0zbMath1443.62311OpenAlexW2980060226WikidataQ127119875 ScholiaQ127119875MaRDI QIDQ2308548

Zois Boukouvalas, Qunfang Long, Tülay Adali, Rami Mowakeaa

Publication date: 3 April 2020

Published in: Multidimensional Systems and Signal Processing (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/11603/19633

zbMATH Keywords

fMRIcomplex-valuedjoint blind source separation (JBSS)noncircularityIndependent vector analysis (IVA)

Mathematics Subject Classification ID

Random fields; image analysis (62M40)

Uses Software

• Complex Optimization Toolbox

Cites Work

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• Nonorthogonal Joint Diagonalization Free of Degenerate Solution
• Complex-Valued Signal Processing: The Proper Way to Deal With Impropriety
• Complex Elliptically Symmetric Distributions: Survey, New Results and Applications
• Complex Independent Component Analysis Using Three Types of Diversity: Non-Gaussianity, Nonwhiteness, and Noncircularity
• HIGH-ORDER CONTRASTS FOR SELF-ADAPTIVE SOURCE SEPARATION
• Unconstrained Optimization of Real Functions in Complex Variables
• Independent Component Analysis and Blind Signal Separation
• Independent Component Analysis and Blind Signal Separation

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