Two-way regularization for MEG source reconstruction via multilevel coordinate descent

DOI10.1002/sam.11210OpenAlexW1874295166MaRDI QIDQ2870763

Jianhua Z. Huang, Tian Siva Tian, Haipeng Shen

Publication date: 21 January 2014

Published in: Statistical Analysis and Data Mining: The ASA Data Science Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/sam.11210

zbMATH Keywords

inverse problemcoordinate descentspatiotemporaltwo-way regularization

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

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Multilevel Matrix-Variate Analysis and its Application to Accelerometry-Measured Physical Activity in Clinical Populations

Uses Software

• R
• BRENT

Cites Work

• A spatio-temporal solution for the EEG/MEG inverse problem using group penalization methods
• A two-way regularization method for MEG source reconstruction
• Dynamic filtering of static dipoles in magnetoencephalography
• Convergence of a block coordinate descent method for nondifferentiable minimization
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