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• 2026
• 
  [j28]
  Davoud Hajhassani,Quentin Barthélemy,Jérémie Mattout,Marco Congedo:
  Improved Riemannian potato field: an Automatic Artifact Rejection Method for EEG.Biomed. Signal Process. Control.112:108505 (2026)
• 2025
• 
  [i7]
  Côme Annicchiarico,Fabien Lotte,Jérémie Mattout:
  An Active Inference perspective on Neurofeedback Training.CoRRabs/2505.03308 (2025)
• 2024
• 
  [c16]
  Davoud Hajhassani,Jérémie Mattout,Marco Congedo:
  An Automatic Riemannian Artifact Rejection Method for P300-based BCIs.EUSIPCO2024:1616-1620
• 
  [i6]
  Côme Annicchiarico,Fabien Lotte,Jérémie Mattout:
  Bayesian model of individual learning to control a motor imagery BCI.CoRRabs/2410.05926 (2024)
• 2023
• 
  [j27]
  Arnaud Poublan-Couzardot,Françoise Lecaignard,Enrico Fucci,Richard J. Davidson,Jérémie Mattout,Antoine Lutz,Oussama Abdoun:
  Time-resolved dynamic computational modeling of human EEG recordings reveals gradients of generative mechanisms for the MMN response.PLoS Comput. Biol.19(12) (2023)
• 
  [i5]
  Perrine Séguin,Emmanuel Maby,Jérémie Mattout:
  Why BCIs work poorly with the patients who need them the most?CoRRabs/2302.06312 (2023)
• 2022
• 
  [j26]
  Jelena Mladenovic,Jérémy Frey,Smeety Pramij,Jérémie Mattout,Fabien Lotte:
  Towards Identifying Optimal Biased Feedback for Various User States and Traits in Motor Imagery BCI.IEEE Trans. Biomed. Eng.69(3):1101-1110 (2022)
• 2021
• 
  [j25]
  Françoise Lecaignard,Olivier Bertrand,Anne Caclin,Jérémie Mattout:
  Empirical Bayes evaluation of fused EEG-MEG source reconstruction: Application to auditory mismatch evoked responses.NeuroImage226:117468 (2021)
• 
  [i4]
  Jelena Mladenovic,Jérémy Frey,Smeety Pramij,Jérémie Mattout,Fabien Lotte:
  Towards identifying optimal biased feedback for various user states and traits in motor imagery BCI.CoRRabs/2112.12399 (2021)
• 2020
• 
  [j24]
  James Bonaiuto,Fardin Afdideh,Maxime Ferez,Konrad Wagstyl,Jérémie Mattout,Mathilde Bonnefond,Gareth R. Barnes,Sven Bestmann:
  Estimates of cortical column orientation improve MEG source inversion.NeuroImage216:116862 (2020)

• 2019
• 
  [c15]
  Loic Delobel,Emmanuel Maby,Jérémie Mattout:
  Simple deep neural networks show state-of-the-art performance in ERP-based BCI.GBCIC2019
• 
  [c14]
  Mélodie Fouillen,Emmanuel Maby,Marta Partyka,Vania Herbillon,Jérémie Mattout:
  Performance, Transfer Learning and underlying Physiology in children Playing P300 BCI Games.GBCIC2019
• 
  [c13]
  Amanda Medeiros de Freitas,Gaëtan Sanchez,Françoise Lecaignard,Emmanuel Maby,Alcimar Barbosa Soares,Jérémie Mattout:
  Evaluating Automatic Artifact correction for Online Hypothesis Testing.GBCIC2019
• 
  [c12]
  Perrine Séguin,Emmanuel Maby,Jérémie Mattout:
  Why BCIs Work Poorly with the patients who Need them the most?GBCIC2019
• 2018
• 
  [i3]
  Jelena Mladenovic,Jérémy Frey,Emmanuel Maby,Mateus Joffily,Fabien Lotte,Jérémie Mattout:
  Active Inference for Adaptive BCI: application to the P300 Speller.CoRRabs/1805.09109 (2018)
• 2017
• 
  [j23]
  Ana-Sofía Hincapié Casas,Jan Kujala,Jérémie Mattout,Annalisa Pascarella,Sébastien Daligault,Claude Delpuech,Domingo Mery,Diego Cosmelli,Karim Jerbi:
  The impact of MEG source reconstruction method on source-space connectivity estimation: A comparison between minimum-norm solution and beamforming.NeuroImage156:29-42 (2017)
• 
  [c11]
  Mélodie Fouillen,Emmanuel Maby,Lucie Le Carrer,Vania Herbillon,Jérémie Mattout:
  Erp-based BCI Training for children with ADHD: Motivations and Trial Design.GBCIC2017
• 
  [c10]
  Jelena Mladenovic,Jérémy Frey,Manon Bonnet-Save,Jérémie Mattout,Fabien Lotte:
  The Impact of Flow in an EEG-based brain Computer Interface.GBCIC2017
• 
  [i2]
  Jelena Mladenovic,Jérémy Frey,Manon Bonnet-Save,Jérémie Mattout,Fabien Lotte:
  The Impact of Flow in an EEG-based Brain Computer Interface.CoRRabs/1706.01728 (2017)
• 
  [i1]
  Jelena Mladenovic,Jérémie Mattout,Fabien Lotte:
  A generic framework for adaptive EEG-based BCI training and operation.CoRRabs/1707.07935 (2017)
• 2016
• 
  [j22]
  Ana-Sofía Hincapié Casas,Jan Kujala,Jérémie Mattout,Sébastien Daligault,Claude Delpuech,Domingo Mery,Diego Cosmelli,Karim Jerbi:
  MEG Connectivity and Power Detections with Minimum Norm Estimates Require Different Regularization Parameters.Comput. Intell. Neurosci.2016:3979547:1-3979547:11 (2016)
• 2014
• 
  [j21]
  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:
  Does function fit structure? A ground truth for non-invasive neuroimaging.NeuroImage94:89-95 (2014)
• 2012
• 
  [j20]
  Emmanuel Maby,Margaux Perrin,Olivier Bertrand,Gaëtan Sanchez,Jérémie Mattout:
  BCI Could Make Old Two-Player Games Even More Fun: A Proof of Concept with "Connect Four".Adv. Hum. Comput. Interact.2012:124728:1-124728:8 (2012)
• 
  [j19]
  Margaux Perrin,Emmanuel Maby,Sébastien Daligault,Olivier Bertrand,Jérémie Mattout:
  Objective and Subjective Evaluation of Online Error Correction during P300-Based Spelling.Adv. Hum. Comput. Interact.2012:578295:1-578295:13 (2012)
• 2011
• 
  [j18]
  Karl J. Friston,Jérémie Mattout,James Kilner:
  Action understanding and active inference.Biol. Cybern.104(1-2):137-160 (2011)
• 
  [j17]
  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:
  EEG and MEG Data Analysis in SPM8.Comput. Intell. Neurosci.2011:852961:1-852961:32 (2011)
• 
  [c9]
  Bertrand Rivet,Hubert Cecotti,Antoine Souloumiac,Emmanuel Maby,Jérémie Mattout:
  Theoretical analysis of xDAWN algorithm: Application to an efficient sensor selection in a p300 BCI.EUSIPCO2011:1382-1386
• 2010
• 
  [j16]
  Hubert Cecotti,Bertrand Rivet,Marco Congedo,Christian Jutten,Olivier Bertrand,Emmanuel Maby,Jérémie Mattout:
  Sélection de capteurs pour interfaces cerveau-ordinateur de type P300.Traitement du Signal27(6):515-540 (2010)
• 
  [c8]
  Hubert Cecotti,Bertrand Rivet,Marco Congedo,Christian Jutten,Olivier Bertrand,Emmanuel Maby,Jérémie Mattout:
  Suboptimal sensor subset evaluation in a P300 brain-computer interface.EUSIPCO2010:924-928

• 2009
• 
  [j15]
  Davina Bristow,Ghislaine Dehaene-Lambertz,Jérémie Mattout,Catherine Soares,Teodora Gliga,Sylvain Baillet,Jean-François Mangin:
  Hearing Faces: How the Infant Brain Matches the Face It Sees with the Speech It Hears.J. Cogn. Neurosci.21(5):905-921 (2009)
• 
  [j14]
  Richard N. A. Henson,Jérémie Mattout,Christophe Phillips,Karl J. Friston:
  Selecting forward models for MEG source-reconstruction using model-evidence.NeuroImage46(1):168-176 (2009)
• 
  [c7]
  Cédric Gouy-Pailler,Jérémie Mattout,Marco Congedo,Christian Jutten:
  Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics.ESANN2009
• 2008
• 
  [j13]
  Karl J. Friston,Lee M. Harrison,Jean Daunizeau,Stefan J. Kiebel,Christophe Phillips,Nelson J. Trujillo-Barreto,Richard N. Henson,Guillaume Flandin,Jérémie Mattout:
  Multiple sparse priors for the M/EEG inverse problem.NeuroImage39(3):1104-1120 (2008)
• 2007
• 
  [j12]
  Jérémie Mattout,Richard N. Henson,Karl J. Friston:
  Canonical Source Reconstruction for MEG.Comput. Intell. Neurosci.2007 (2007)
• 
  [j11]
  Karl J. Friston,Jérémie Mattout,Nelson J. Trujillo-Barreto,John Ashburner,William D. Penny:
  Variational free energy and the Laplace approximation.NeuroImage34(1):220-234 (2007)
• 
  [j10]
  Jean Daunizeau,Christophe Grova,Guillaume Marrelec,Jérémie Mattout,Saâd Jbabdi,Mélanie Pélégrini-Issac,Jean-Marc Lina,Habib Benali:
  Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework.NeuroImage36(1):69-87 (2007)
• 
  [j9]
  Richard N. Henson,Jérémie Mattout,Krish D. Singh,Gareth R. Barnes,Arjan Hillebrand,Karl J. Friston:
  Population-level inferences for distributed MEG source localization under multiple constraints: Application to face-evoked fields.NeuroImage38(3):422-438 (2007)
• 2006
• 
  [j8]
  Ervig Lapalme,Jean-Marc Lina,Jérémie Mattout:
  Data-driven parceling and entropic inference in MEG.NeuroImage30(1):160-171 (2006)
• 
  [j7]
  Jérémie Mattout,Christophe Phillips,William D. Penny,Michael D. Rugg,Karl J. Friston:
  MEG source localization under multiple constraints: An extended Bayesian framework.NeuroImage30(3):753-767 (2006)
• 
  [j6]
  Olivier David,Stefan J. Kiebel,Lee M. Harrison,Jérémie Mattout,James M. Kilner,Karl J. Friston:
  Dynamic causal modeling of evoked responses in EEG and MEG.NeuroImage30(4):1255-1272 (2006)
• 
  [j5]
  Jean Daunizeau,Jérémie Mattout,Diego Clonda,Bernard Goulard,Habib Benali,Jean-Marc Lina:
  Bayesian spatio-temporal approach for EEG source reconstruction: conciliating ECD and distributed models.IEEE Trans. Biomed. Eng.53(3):503-516 (2006)
• 2005
• 
  [j4]
  Christophe Phillips,Jérémie Mattout,Michael D. Rugg,Pierre Maquet,Karl J. Friston:
  An empirical Bayesian solution to the source reconstruction problem in EEG.NeuroImage24(4):997-1011 (2005)
• 
  [j3]
  Jérémie Mattout,Mélanie Pélégrini-Issac,Line Garnero,Habib Benali:
  Multivariate source prelocalization (MSP): Use of functionally informed basis functions for better conditioning the MEG inverse problem.NeuroImage26(2):356-373 (2005)
• 
  [j2]
  James M. Kilner,Jérémie Mattout,Richard N. Henson,Karl J. Friston:
  Hemodynamic correlates of EEG: A heuristic.NeuroImage28(1):280-286 (2005)
• 
  [j1]
  Jean Daunizeau,Christophe Grova,Jérémie Mattout,Guillaume Marrelec,Diego Clonda,Bernard Goulard,Mélanie Pélégrini-Issac,Jean-Marc Lina,Habib Benali:
  Assessing the relevance of fMRI-based prior in the EEG inverse problem: a bayesian model comparison approach.IEEE Trans. Signal Process.53(9):3461-3472 (2005)
• 2004
• 
  [c6]
  Jean Daunizeau,Habib Benali,Jérémie Mattout,Jean-Marc Lina,Bernard Goulard:
  Data-Driven Cortex Parcelling: A Regularization Tool for the EEG/MEG Inverse Problem.ISBI2004:1343-1346
• 
  [c5]
  Jérémie Mattout,Jean Daunizeau,Mélanie Pélégrini-Issac,Line Garnero,Habib Benali:
  Better Conditioning the MEG/EEG Inverse Problem: The Multivariate Source Prelocalization Approach.ISBI2004:1361-1364
• 2003
• 
  [c4]
  Jérémie Mattout,Mélanie Pélégrini-Issac,Anne Bellio,Jean Daunizeau,Habib Benali:
  Localization Estimation Algorithm (LEA): A Supervised Prior-Based Approach for Solving the EEG/MEG Inverse Problem.IPMI2003:536-547
• 
  [c3]
  Habib Benali,Jérémie Mattout,Mélanie Pélégrini-Issac:
  Multivariate Group Effect Analysis in Functional Magnetic Resonance Imaging.IPMI2003:548-559
• 2002
• 
  [c2]
  Habib Benali,Jérémie Mattout,Mélanie Pélégrini-Issac,F. Meusburger,O. Derpierre,Ferath Kherif,Jean-Baptiste Poline,Yves Burnod:
  Hierarchical multivariate group analysis of functional MRI data.ISBI2002:843-846
• 2001
• 
  [c1]
  Jérémie Mattout,Jean Daunizeau,Mélanie Pélégrini-Issac,Habib Benali:
  Statistical method for source localization in MEG/EEG tomographic reconstruction problem.ICIP (1)2001:714-717

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