Jérémie Mattout

Orcid: 0000-0003-2659-6984

According to our database1, Jérémie Mattout authored at least 44 papers between 2001 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Time-resolved dynamic computational modeling of human EEG recordings reveals gradients of generative mechanisms for the MMN response.
PLoS Comput. Biol., December, 2023

2022
Towards Identifying Optimal Biased Feedback for Various User States and Traits in Motor Imagery BCI.
IEEE Trans. Biomed. Eng., 2022

2021
Empirical Bayes evaluation of fused EEG-MEG source reconstruction: Application to auditory mismatch evoked responses.
NeuroImage, 2021

2020
Estimates of cortical column orientation improve MEG source inversion.
NeuroImage, 2020

2019
Why BCIs Work Poorly with the patients who Need them the most?
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

Evaluating Automatic Artifact correction for Online Hypothesis Testing.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

Performance, Transfer Learning and underlying Physiology in children Playing P300 BCI Games.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

Simple deep neural networks show state-of-the-art performance in ERP-based BCI.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

2018
Active Inference for Adaptive BCI: application to the P300 Speller.
CoRR, 2018

2017
The impact of MEG source reconstruction method on source-space connectivity estimation: A comparison between minimum-norm solution and beamforming.
NeuroImage, 2017

A generic framework for adaptive EEG-based BCI training and operation.
CoRR, 2017

The Impact of Flow in an EEG-based brain Computer Interface.
Proceedings of the From Vision to Reality, 2017

Erp-based BCI Training for children with ADHD: Motivations and Trial Design.
Proceedings of the From Vision to Reality, 2017

2016
MEG Connectivity and Power Detections with Minimum Norm Estimates Require Different Regularization Parameters.
Comput. Intell. Neurosci., 2016

2014
Does function fit structure? A ground truth for non-invasive neuroimaging.
NeuroImage, 2014

2012
Objective and Subjective Evaluation of Online Error Correction during P300-Based Spelling.
Adv. Hum. Comput. Interact., 2012

BCI Could Make Old Two-Player Games Even More Fun: A Proof of Concept with "Connect Four".
Adv. Hum. Comput. Interact., 2012

2011
EEG and MEG Data Analysis in SPM8.
Comput. Intell. Neurosci., 2011

Action understanding and active inference.
Biol. Cybern., 2011

Theoretical analysis of xDAWN algorithm: Application to an efficient sensor selection in a p300 BCI.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Sélection de capteurs pour interfaces cerveau-ordinateur de type P300.
Traitement du Signal, 2010

Suboptimal sensor subset evaluation in a P300 brain-computer interface.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Selecting forward models for MEG source-reconstruction using model-evidence.
NeuroImage, 2009

Hearing Faces: How the Infant Brain Matches the Face It Sees with the Speech It Hears.
J. Cogn. Neurosci., 2009

Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics.
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008
Multiple sparse priors for the M/EEG inverse problem.
NeuroImage, 2008

2007
Population-level inferences for distributed MEG source localization under multiple constraints: Application to face-evoked fields.
NeuroImage, 2007

Variational free energy and the Laplace approximation.
NeuroImage, 2007

Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework.
NeuroImage, 2007

Canonical Source Reconstruction for MEG.
Comput. Intell. Neurosci., 2007

2006
Bayesian spatio-temporal approach for EEG source reconstruction: conciliating ECD and distributed models.
IEEE Trans. Biomed. Eng., 2006

MEG source localization under multiple constraints: An extended Bayesian framework.
NeuroImage, 2006

Data-driven parceling and entropic inference in MEG.
NeuroImage, 2006

Dynamic causal modeling of evoked responses in EEG and MEG.
NeuroImage, 2006

2005
Assessing the relevance of fMRI-based prior in the EEG inverse problem: a bayesian model comparison approach.
IEEE Trans. Signal Process., 2005

An empirical Bayesian solution to the source reconstruction problem in EEG.
NeuroImage, 2005

Multivariate source prelocalization (MSP): Use of functionally informed basis functions for better conditioning the MEG inverse problem.
NeuroImage, 2005

Hemodynamic correlates of EEG: A heuristic.
NeuroImage, 2005

2004
Better Conditioning the MEG/EEG Inverse Problem: The Multivariate Source Prelocalization Approach.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Data-Driven Cortex Parcelling: A Regularization Tool for the EEG/MEG Inverse Problem.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
Localization Estimation Algorithm (LEA): A Supervised Prior-Based Approach for Solving the EEG/MEG Inverse Problem.
Proceedings of the Information Processing in Medical Imaging, 2003

Multivariate Group Effect Analysis in Functional Magnetic Resonance Imaging.
Proceedings of the Information Processing in Medical Imaging, 2003

2002
Hierarchical multivariate group analysis of functional MRI data.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
Statistical method for source localization in MEG/EEG tomographic reconstruction problem.
Proceedings of the 2001 International Conference on Image Processing, 2001


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