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Sparsity enables estimation of both subcortical and cortical activity from MEG and EEG

Krishnaswamy, Pavitra ; Obregon-Henao, Gabriel ; Ahveninen, Jyrki ; Khan, Sheraz ; Babadi, Behtash ; Iglesias, Juan Eugenio ; Hämäläinen, Matti S. ; Purdon, Patrick L.

Krishnaswamy, Pavitra, Gabriel Obregon-Henao, Jyrki Ahveninen, Sheraz Khan, Behtash Babadi, Juan Eugenio Iglesias, Matti S. Hämäläinen, and Patrick L. Purdon. 2017. “Sparsity enables estimation of both subcortical and cortical activity from MEG and EEG.” Proceedings of the National Academy of Sciences of the United States of America 114 (48): E10465-E10474. doi:10.1073/pnas.1705414114. http://dx.doi.org/10.1073/pnas.1705414114. [Peer Reviewed Journal]

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Geodetic imaging of coseismic slip and postseismic afterslip: Sparsity promoting methods applied to the great Tohoku earthquake

Evans, Eileen L. ; Meade, Brendan J.

Geophysical Research Letters, June 2012, Vol.39(11), pp.n/a-n/a [Peer Reviewed Journal]

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A two-step super-Gaussian independent component analysis approach for fMRI data

Ge, Ruiyang ; Yao, Li ; Zhang, Hang ; Long, Zhiying

NeuroImage, September 2015, Vol.118, pp.344-358 [Peer Reviewed Journal]

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Identifying Sparse Connectivity Patterns in the brain using resting-state fMRI

Eavani, Harini ; Satterthwaite, Theodore D ; Filipovych, Roman ; Gur, Raquel E ; Gur, Ruben C ; Davatzikos, Christos

NeuroImage, 15 January 2015, Vol.105, pp.286-299 [Peer Reviewed Journal]

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ℓ1-penalized linear mixed-effects models for high dimensional data with application to BCI

Fazli, Siamac ; Danóczy, Márton ; Schelldorfer, Jürg ; Müller, Klaus-Robert

NeuroImage, 15 June 2011, Vol.56(4), pp.2100-2108 [Peer Reviewed Journal]

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SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity

Becker, H ; Albera, L ; Comon, P ; Nunes, J.-C ; Gribonval, R ; Fleureau, J ; Guillotel, P ; Merlet, I

NeuroImage, 15 August 2017, Vol.157, pp.157-172 [Peer Reviewed Journal]

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Networks in Production: Asset Pricing Implications

Herskovic, Bernard

The Journal of Finance, Aug 2018, Vol.73(4), pp.1785-1818 [Peer Reviewed Journal]

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A new approach to the investigation of nanoparticles: Electron tomography with compressed sensing

Thomas, John Meurig ; Leary, Rowan ; Midgley, Paul A ; Holland, Daniel J

Journal of Colloid And Interface Science, 15 February 2013, Vol.392, pp.7-14 [Peer Reviewed Journal]

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Dissecting High-Dimensional Phenotypes with Bayesian Sparse Factor Analysis of Genetic Covariance Matrices

Runcie, Daniel E ; Mukherjee, Sayan

Genetics, 2013, Vol.194(3), p.753-767 [Peer Reviewed Journal]

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Learning what matters: A neural explanation for the sparsity bias

Hassall, Cameron D ; Connor, Patrick C ; Trappenberg, Thomas P ; Mcdonald, John J ; Krigolson, Olave E

International Journal of Psychophysiology, May 2018, Vol.127, pp.62-72 [Peer Reviewed Journal]

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Randomized structural sparsity via constrained block subsampling for improved sensitivity of discriminative voxel identification

Wang, Yilun ; Zheng, Junjie ; Zhang, Sheng ; Duan, Xunjuan ; Chen, Huafu

NeuroImage, 15 August 2015, Vol.117, pp.170-183 [Peer Reviewed Journal]

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Solving the EEG inverse problem based on space–time–frequency structured sparsity constraints

Castaño-Candamil, Sebastián ; Höhne, Johannes ; Martínez-Vargas, Juan-David ; An, Xing-Wei ; Castellanos-Domínguez, German ; Haufe, Stefan

NeuroImage, September 2015, Vol.118, pp.598-612 [Peer Reviewed Journal]

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Sparse regularization techniques provide novel insights into outcome integration processes

Mohr, Holger ; Wolfensteller, Uta ; Frimmel, Steffi ; Ruge, Hannes

NeuroImage, 01 January 2015, Vol.104, pp.163-176 [Peer Reviewed Journal]

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A generative model of whole-brain effective connectivity

Frässle, Stefan ; Lomakina, Ekaterina I ; Kasper, Lars ; Manjaly, Zina M ; Leff, Alex ; Pruessmann, Klaas P ; Buhmann, Joachim M ; Stephan, Klaas E

NeuroImage, 01 October 2018, Vol.179, pp.505-529 [Peer Reviewed Journal]

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Robust skull stripping using multiple MR image contrasts insensitive to pathology

Roy, Snehashis ; Butman, John A ; Pham, Dzung L ;for The Alzheimers Disease Neuroimaging Initiative (Corporate Author)

NeuroImage, 01 February 2017, Vol.146, pp.132-147 [Peer Reviewed Journal]

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Improving the accuracy of collaborative filtering recommendations using clustering and association rules mining on implicit data

Najafabadi, Maryam Khanian ; Mahrin, Mohd Naz'Ri ; Chuprat, Suriayati ; Sarkan, Haslina Md

Computers in Human Behavior, February 2017, Vol.67, pp.113-128 [Peer Reviewed Journal]

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Maximum density patterns in two natural forests: An analysis based on large observational field studies in China

Zhang, Chunyu ; Zhao, Xiuhai ; Von Gadow, Klaus

Forest Ecology and Management, 15 June 2015, Vol.346, pp.98-105 [Peer Reviewed Journal]

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18
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Spectral and Energy Efficient Low-Overhead Uplink and Downlink Channel Estimation for 5G Massive MIMO Systems

Khan, Imran ; Zafar, Mohammad Haseeb ; Jan, Mohammad Tariq ; Lloret, Jaime ; Basheri, Mohammed ; Singh, Dhananjay ;Universitat Politècnica De València. Departamento De Comunicaciones - Departament De Comunicacions

2018

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CME Analysis: A New Method for Unraveling Aliased Effects in Two-Level Fractional Factorial Experiments

Su, Heng ; Wu, C

Journal of Quality Technology, Jan 2017, Vol.49(1), pp.1-10 [Peer Reviewed Journal]

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20
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Homogeneity Pursuit

Ke, Zheng Tracy ; Fan, Jianqing ; Wu, Yichao

Journal of the American Statistical Association, 02 January 2015, Vol.110(509), pp.175-194 [Peer Reviewed Journal]

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