Paradigm free mapping with sparse regression automatically detects single-trial functional magnetic resonance imaging blood oxygenation level dependent responses

Dynamic modeling of neuronal responses in fMRI using cubature Kalman filtering

(2011) Martin Havlicek et al.   NEUROIMAGE

Activelets: Wavelets for sparse representation of hemodynamic responses

(2011) Ildar Khalidov et al.   SIGNAL PROCESSING

Iterative Reweighted $\ell_1$ and $\ell_2$ Methods for Finding Sparse Solutions

(2010) D. Wipf et al.   IEEE Journal of Selected Topics in Signal Processing

A Statistical Framework for Optimal Design Matrix Generation With Application to fMRI

(2010) Gautam V Pendse et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Linking brain-wide multivoxel activation patterns to behaviour: Examples from language and math

(2010) Rajeev D.S. Raizada et al.   NEUROIMAGE

Sparse logistic regression for whole-brain classification of fMRI data

(2010) Srikanth Ryali et al.   NEUROIMAGE

Spatiotemporal dynamics of low frequency BOLD fluctuations in rats and humans

(2010) Waqas Majeed et al.   NEUROIMAGE

Predicting subject-driven actions and sensory experience in a virtual world with Relevance Vector Machine Regression of fMRI data

(2010) Giancarlo Valente et al.   NEUROIMAGE

Physiological noise and signal-to-noise ratio in fMRI with multi-channel array coils

(2010) Christina Triantafyllou et al.   NEUROIMAGE

Computational Methods for Sparse Solution of Linear Inverse Problems

(2010) Joel A Tropp et al.   PROCEEDINGS OF THE IEEE

Simultaneous analysis of Lasso and Dantzig selector

(2009) Peter J. Bickel et al.   ANNALS OF STATISTICS

The combination of EEG Source Imaging and EEG-correlated functional MRI to map epileptic networks

(2009) Serge Vulliemoz et al.   EPILEPSIA

EEG source imaging with spatio-temporal tomographic nonnegative independent component analysis

(2009) Pedro A. Valdés-Sosa et al.   HUMAN BRAIN MAPPING

Interpretable Classifiers for fMRI Improve Prediction of Purchases

(2009) Logan Grosenick et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Sources of functional magnetic resonance imaging signal fluctuations in the human brain at rest: a 7 T study

(2009) Marta Bianciardi et al.   MAGNETIC RESONANCE IMAGING

Investigation of high-resolution functional magnetic resonance imaging by means of surface and array radiofrequency coils at 7 T

(2009) Wietske van der Zwaag et al.   MAGNETIC RESONANCE IMAGING

Interpreting single trial data using groupwise regularisation

(2009) Marcel van Gerven et al.   NEUROIMAGE

Space–time event sparse penalization for magneto-/electroencephalography

(2009) Andrew Bolstad et al.   NEUROIMAGE

fMRI at 1.5, 3 and 7 T: Characterising BOLD signal changes

(2009) Wietske van der Zwaag et al.   NEUROIMAGE

Hemodynamic nonlinearities affect BOLD fMRI response timing and amplitude

(2009) Jacco A. de Zwart et al.   NEUROIMAGE

Efficient Bayesian multivariate fMRI analysis using a sparsifying spatio-temporal prior

(2009) Marcel A.J. van Gerven et al.   NEUROIMAGE

Time–frequency dynamics of resting-state brain connectivity measured with fMRI

(2009) Catie Chang et al.   NEUROIMAGE

From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images

(2009) Alfred M. Bruckstein et al.   SIAM REVIEW

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

DASSO: connections between the Dantzig selector and lasso

(2008) Gareth M. James et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns

(2008) Okito Yamashita et al.   NEUROIMAGE

DEM: A variational treatment of dynamic systems

(2008) K.J. Friston et al.   NEUROIMAGE

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns

(2008) Federico De Martino et al.   NEUROIMAGE

Functional neuroimaging correlates of finger-tapping task variations: An ALE meta-analysis

(2008) Suzanne T. Witt et al.   NEUROIMAGE

A distributed spatio-temporal EEG/MEG inverse solver

(2008) Wanmei Ou et al.   NEUROIMAGE

Prediction and interpretation of distributed neural activity with sparse models

(2008) M CARROLL et al.   NEUROIMAGE

A unified Bayesian framework for MEG/EEG source imaging

(2008) David Wipf et al.   NEUROIMAGE

Bayesian decoding of brain images

(2007) Karl Friston et al.   NEUROIMAGE

Multiple sparse priors for the M/EEG inverse problem

(2007) Karl Friston et al.   NEUROIMAGE