Statistical method for source localization in MEG/EEG tomographic reconstruction problem. - Jérémie Mattout; Jean Daunizeau; Mélanie Pélégrini-Issac; Habib Benali (ICIP (1), 2001)

Hierarchical multivariate group analysis of functional MRI data. - Habib Benali; Jérémie Mattout; Mélanie Pélégrini-Issac; F. Meusburger; O. Derpierre; Ferath Kherif; Jean-Baptiste Poline; Yves Burnod (ISBI, 2002)

Multivariate Group Effect Analysis in Functional Magnetic Resonance Imaging. - Habib Benali; Jérémie Mattout; Mélanie Pélégrini-Issac (IPMI, 2003)

Localization Estimation Algorithm (LEA): A Supervised Prior-Based Approach for Solving the EEG/MEG Inverse Problem. - Jérémie Mattout; Mélanie Pélégrini-Issac; Anne Bellio; Jean Daunizeau; Habib Benali (IPMI, 2003)

Data-Driven Cortex Parcelling: A Regularization Tool for the EEG/MEG Inverse Problem. - Jean Daunizeau; Habib Benali; Jérémie Mattout; Jean-Marc Lina; Bernard Goulard (ISBI, 2004)

Better Conditioning the MEG/EEG Inverse Problem: The Multivariate Source Prelocalization Approach. - Jérémie Mattout; Jean Daunizeau; Mélanie Pélégrini-Issac; Line Garnero; Habib Benali (ISBI, 2004)

Hemodynamic correlates of EEG: A heuristic. - James M. Kilner; Jérémie Mattout; Richard N. Henson; Karl J. Friston (NeuroImage, 2005)

Multivariate source prelocalization (MSP): Use of functionally informed basis functions for better conditioning the MEG inverse problem. - Jérémie Mattout; Mélanie Pélégrini-Issac; Line Garnero; Habib Benali (NeuroImage, 2005)

An empirical Bayesian solution to the source reconstruction problem in EEG. - Christophe Phillips; Jérémie Mattout; Michael D. Rugg; Pierre Maquet; Karl J. Friston (NeuroImage, 2005)

Assessing the relevance of fMRI-based prior in the EEG inverse problem: a bayesian model comparison approach. - Jean Daunizeau; Christophe Grova; Jérémie Mattout; Guillaume Marrelec; Diego Clonda; Bernard Goulard; Mélanie Pélégrini-Issac; Jean-Marc Lina; Habib Benali (IEEE Trans. Signal Process., 2005)

Dynamic causal modeling of evoked responses in EEG and MEG. - Olivier David 001; Stefan J. Kiebel; Lee M. Harrison; Jérémie Mattout; James M. Kilner; Karl J. Friston (NeuroImage, 2006)

Data-driven parceling and entropic inference in MEG. - Ervig Lapalme; Jean-Marc Lina; Jérémie Mattout (NeuroImage, 2006)

MEG source localization under multiple constraints: An extended Bayesian framework. - Jérémie Mattout; Christophe Phillips; William D. Penny; Michael D. Rugg; Karl J. Friston (NeuroImage, 2006)

Bayesian spatio-temporal approach for EEG source reconstruction: conciliating ECD and distributed models. - Jean Daunizeau; Jérémie Mattout; Diego Clonda; Bernard Goulard; Habib Benali; Jean-Marc Lina (IEEE Trans. Biomed. Eng., 2006)

Canonical Source Reconstruction for MEG. - Jérémie Mattout; Richard N. Henson; Karl J. Friston (Comput. Intell. Neurosci., 2007)

Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework. - Jean Daunizeau; Christophe Grova; Guillaume Marrelec; Jérémie Mattout; Saâd Jbabdi; Mélanie Pélégrini-Issac; Jean-Marc Lina; Habib Benali (NeuroImage, 2007)

Variational free energy and the Laplace approximation. - Karl J. Friston; Jérémie Mattout; Nelson J. Trujillo-Barreto; John Ashburner; William D. Penny (NeuroImage, 2007)

Population-level inferences for distributed MEG source localization under multiple constraints: Application to face-evoked fields. - Richard N. Henson; Jérémie Mattout; Krish D. Singh; Gareth R. Barnes; Arjan Hillebrand; Karl J. Friston (NeuroImage, 2007)

Multiple sparse priors for the M/EEG inverse problem. - Karl J. Friston; Lee M. Harrison; Jean Daunizeau; Stefan J. Kiebel; Christophe Phillips; Nelson J. Trujillo-Barreto; Richard N. Henson; Guillaume Flandin; Jérémie Mattout (NeuroImage, 2008)

Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics. - Cédric Gouy-Pailler; Jérémie Mattout; Marco Congedo; Christian Jutten (ESANN, 2009)

Hearing Faces: How the Infant Brain Matches the Face It Sees with the Speech It Hears. - Davina Bristow; Ghislaine Dehaene-Lambertz; Jérémie Mattout; Catherine Soares; Teodora Gliga; Sylvain Baillet; Jean-François Mangin (J. Cogn. Neurosci., 2009)

Selecting forward models for MEG source-reconstruction using model-evidence. - Richard N. A. Henson; Jérémie Mattout; Christophe Phillips; Karl J. Friston (NeuroImage, 2009)

Suboptimal sensor subset evaluation in a P300 brain-computer interface. - Hubert Cecotti; Bertrand Rivet; Marco Congedo; Christian Jutten; Olivier Bertrand; Emmanuel Maby; Jérémie Mattout (EUSIPCO, 2010)

Sélection de capteurs pour interfaces cerveau-ordinateur de type P300. - Hubert Cecotti; Bertrand Rivet; Marco Congedo; Christian Jutten; Olivier Bertrand; Emmanuel Maby; Jérémie Mattout (Traitement du Signal, 2010)

Theoretical analysis of xDAWN algorithm: Application to an efficient sensor selection in a p300 BCI. - Bertrand Rivet; Hubert Cecotti; Antoine Souloumiac; Emmanuel Maby; Jérémie Mattout (EUSIPCO, 2011)

Action understanding and active inference. - Karl J. Friston; Jérémie Mattout; James Kilner (Biol. Cybern., 2011)

EEG and MEG Data Analysis in SPM8. - Vladimir Litvak; Jérémie Mattout; Stefan J. Kiebel; Christophe Phillips; Richard N. A. Henson; James Kilner; Gareth R. Barnes; Robert Oostenveld; Jean Daunizeau; Guillaume Flandin; William D. Penny; Karl J. Friston (Comput. Intell. Neurosci., 2011)

BCI Could Make Old Two-Player Games Even More Fun: A Proof of Concept with "Connect Four". - Emmanuel Maby; Margaux Perrin; Olivier Bertrand; Gaëtan Sanchez; Jérémie Mattout (Adv. Hum. Comput. Interact., 2012)

Objective and Subjective Evaluation of Online Error Correction during P300-Based Spelling. - Margaux Perrin; Emmanuel Maby; Sébastien Daligault; Olivier Bertrand; Jérémie Mattout (Adv. Hum. Comput. Interact., 2012)

Does function fit structure? A ground truth for non-invasive neuroimaging. - Claire M. Stevenson; Matthew J. Brookes; José David López; Luzia Troebinger; Jérémie Mattout; William D. Penny; Peter G. Morris; Arjan Hillebrand; Richard N. A. Henson; Gareth R. Barnes (NeuroImage, 2014)

MEG Connectivity and Power Detections with Minimum Norm Estimates Require Different Regularization Parameters. - Ana-Sofía Hincapié Casas; Jan Kujala; Jérémie Mattout; Sébastien Daligault; Claude Delpuech; Domingo Mery; Diego Cosmelli; Karim Jerbi (Comput. Intell. Neurosci., 2016)

Erp-based BCI Training for children with ADHD: Motivations and Trial Design. - Mélodie Fouillen; Emmanuel Maby; Lucie Le Carrer; Vania Herbillon; Jérémie Mattout (GBCIC, 2017)

The Impact of Flow in an EEG-based brain Computer Interface. - Jelena Mladenovic; Jérémy Frey; Manon Bonnet-Save; Jérémie Mattout; Fabien Lotte (GBCIC, 2017)

A generic framework for adaptive EEG-based BCI training and operation. - Jelena Mladenovic; Jérémie Mattout; Fabien Lotte (CoRR, 2017)

The impact of MEG source reconstruction method on source-space connectivity estimation: A comparison between minimum-norm solution and beamforming. - Ana-Sofía Hincapié Casas; Jan Kujala; Jérémie Mattout; Annalisa Pascarella; Sébastien Daligault; Claude Delpuech; Domingo Mery; Diego Cosmelli; Karim Jerbi (NeuroImage, 2017)

Active Inference for Adaptive BCI: application to the P300 Speller. - Jelena Mladenovic; Jérémy Frey; Emmanuel Maby; Mateus Joffily; Fabien Lotte; Jérémie Mattout (CoRR, 2018)

Simple deep neural networks show state-of-the-art performance in ERP-based BCI. - Loic Delobel; Emmanuel Maby; Jérémie Mattout (GBCIC, 2019)

Performance, Transfer Learning and underlying Physiology in children Playing P300 BCI Games. - Mélodie Fouillen; Emmanuel Maby; Marta Partyka; Vania Herbillon; Jérémie Mattout (GBCIC, 2019)

Evaluating Automatic Artifact correction for Online Hypothesis Testing. - Amanda Medeiros de Freitas; Gaëtan Sanchez; Françoise Lecaignard; Emmanuel Maby; Alcimar Barbosa Soares; Jérémie Mattout (GBCIC, 2019)

Why BCIs Work Poorly with the patients who Need them the most? - Perrine Séguin; Emmanuel Maby; Jérémie Mattout (GBCIC, 2019)

Estimates of cortical column orientation improve MEG source inversion. - James Bonaiuto; Fardin Afdideh 001; Maxime Ferez; Konrad Wagstyl; Jérémie Mattout; Mathilde Bonnefond; Gareth R. Barnes; Sven Bestmann (NeuroImage, 2020)

Empirical Bayes evaluation of fused EEG-MEG source reconstruction: Application to auditory mismatch evoked responses. - Françoise Lecaignard; Olivier Bertrand; Anne Caclin; Jérémie Mattout (NeuroImage, 2021)

Towards Identifying Optimal Biased Feedback for Various User States and Traits in Motor Imagery BCI. - Jelena Mladenovic; Jérémy Frey; Smeety Pramij; Jérémie Mattout; Fabien Lotte (IEEE Trans. Biomed. Eng., 2022)

Time-resolved dynamic computational modeling of human EEG recordings reveals gradients of generative mechanisms for the MMN response. - Arnaud Poublan-Couzardot; Françoise Lecaignard; Enrico Fucci; Richard J. Davidson; Jérémie Mattout; Antoine Lutz; Oussama Abdoun (PLoS Comput. Biol., 2023)

An Automatic Riemannian Artifact Rejection Method for P300-based BCIs. - Davoud Hajhassani; Jérémie Mattout; Marco Congedo (EUSIPCO, 2024)

Bayesian model of individual learning to control a motor imagery BCI. - Côme Annicchiarico; Fabien Lotte; Jérémie Mattout (CoRR, 2024)

An Active Inference perspective on Neurofeedback Training. - Côme Annicchiarico; Fabien Lotte; Jérémie Mattout (CoRR, 2025)