Jérémie Mattout

Team leader, INSERM

Jérémie's publications

Disentangling sensory precision and prior expectation of change in autism during tactile discrimination

Laurie-Anne Sapey-Triomphe, Gaëtan Sanchez, Marie-Anne Hénaff, Sandrine Sonié, Christina Schmitz, Jérémie Mattout. npj Science of Learning, 2023 8(1).
10.1038/s41539-023-00207-5

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 - 18th European Signal Processing Conference, 2010.

Sélection de capteurs pour interface cerveau-ordinateur de type P300

Hubert Cecotti, Bertrand Rivet, Marco Congedo, Christian Jutten, Olivier Bertrand, Emmanuel Maby, Jérémie Mattout. Traitement du Signal, 2010 27(6).

Forward Models for EEG/MEG

Francoise Lecaignard, J. Mattout. Brain Mapping, 2015.
10.1016/B978-0-12-397025-1.00330-4

Beta bursts question the ruling power for brain-computer interfaces

Sotirios Papadopoulos, Maciej J Szul, Marco Congedo, James J Bonaiuto, Jérémie Mattout. Preprint, 2023.
10.1101/2023.09.11.557139

Neuromagnetic correlates of adaptive plasticity across the hand-face border in human primary somatosensory cortex

Dollyane Muret, Sébastien Daligault, Hubert R Dinse, Claude Delpuech, Jérémie Mattout, Karen T Reilly, Alessandro Farnè. Journal of Neurophysiology, 2016 115(4).
10.1152/jn.00628.2015

Endowing the Machine with Active Inference: A Generic Framework to Implement Adaptive BCI

Jelena Mladenović, Mateus Joffily, Jérémy Frey, Fabien Lotte, Jérémie Mattout. NeuroAdaptive Technology Conference '17, 2017.

Towards an actor-based model of the neurofeedback/BCI closed-loop

Côme Annicchiarico, Fabien Lotte, Jérémie Mattout. CORTICO 2022 : Invasive and non invasive Brain-Computer Interfaces – A handshake over the cliff, 2022.

Active SAmpling Protocol (ASAP) to Optimize Individual Neurocognitive Hypothesis Testing: A BCI-Inspired Dynamic Experimental Design

Gaëtan Sanchez, Françoise Lecaignard, Anatole Otman, Emmanuel Maby, Jérémie Mattout. Frontiers in Human Neuroscience, 2016 10.
10.3389/fnhum.2016.00347

Implicit learning of predictable sound sequences modulates human brain responses at different levels of the auditory hierarchy

Francoise Lecaignard, Olivier Bertrand, Gérard Gimenez, Jérémie Mattout, Anne Caclin. Frontiers in Human Neuroscience, 2015 9.
10.3389/fnhum.2015.00505

Tangent space alignment: Transfer learning for Brain-Computer Interface

Alexandre Bleuzé, Jérémie Mattout, Marco Congedo. Frontiers in Human Neuroscience, 2022 16.
10.3389/fnhum.2022.1049985

Les trois cultures de la psychiatrie computationnelle

Christophe Gauld, Guillaume Dumas, Éric Fakra, Jérémie Mattout, Jean-Arthur Micoulaud-Franchi. Annales Médico-Psychologiques, Revue Psychiatrique, 2021 179(1).
10.1016/j.amp.2020.11.011

Neurocomputational Underpinnings of Expected Surprise

Françoise Lecaignard, Olivier Bertrand, Anne Caclin, Jérémie Mattout. Journal of Neuroscience, 2022 42(3).
10.1523/jneurosci.0601-21.2021

Exploring distinct beta band activity representations during hand motor imagery

Sotirios Papadopoulos, Maciej J Szul, Marco Congedo, James Bonaiuto, Jérémie Mattout. CORTICO 2023 - Journées CORTICO 2023, 2023.

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 226.
10.1016/j.neuroimage.2020.117468

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 Computational Biology, 2023 19(12).
10.1371/journal.pcbi.1010557

Attentional markers during auditory BCI: healthy subjects and patients with locked-in syndrome

Perrine Rose Rose Seguin, Emmanuel Maby, Anatole Otman, Mélodie Fouillen, Dominique Morlet, Jacques Luauté, Pascal Giraux, Jérémie Mattout. Cortico days 2022, 2022.

A robust sensor-selection method for P300 brain-computer interfaces.

Hubert Cecotti, Bertrand Rivet, Marco Congedo, Christian Jutten, Olivier Bertrand, Emmanuel Maby, Jérémie Mattout. Journal of Neural Engineering, 2011 8(1).
10.1088/1741-2560/8/1/016001

Can BCI help patients with disorders of consciousness ?

Perrine Séguin, Emmanuel Maby, Jérémie Mattout. Journées EVC-EPR, 2023.

Is controlling a brain-computer interface just a matter of presence of mind? The limits of cognitive-motor dissociation

Perrine Seguin, Emmanuel Maby, Fabien Perrin, Alessandro Farnè, Jérémie Mattout. Preprint, 2023.
10.48550/arXiv.2310.00266

Surfing beta burst waveforms to improve motor imagery-based BCI

Sotirios Papadopoulos, Ludovic Darmet, Maciej J Szul, Marco Congedo, James Bonaiuto, Jérémie Mattout. Preprint, 2024.
10.1101/2024.07.18.604064

Bayesian model of individual learning to control a motor imagery BCI

Côme Annicchiarico, Fabien Lotte, Jérémie Mattout. 9th International Graz Brain-Computer Interface Conference 2024, 2024.
10.3217/978-3-99161-014-4-083

Towards identifying optimal biased feedback for various user states and traits in motor imagery BCI

Jelena Mladenović, Jeremy Frey, Smeety Pramij, Jeremie Mattout, Fabien Lotte. IEEE Transactions on Biomedical Engineering, 2021.
10.1109/TBME.2021.3113854

Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics

Cedric Gouy-Pailler, Jérémie Mattout, Marco Congedo, Christian Jutten. ESANN 2009 - 17th European Symposium on Artificial Neural Networks, 2009.

Dynamic causal modeling of evoked responses in EEG and MEG.

Olivier David, Stefan J. Kiebel, Lee M. Harrison, Jérémie Mattout, James M. Kilner, Karl J. Friston. NeuroImage, 2006 30(4).
10.1016/j.neuroimage.2005.10.045

Active inference as a unifying, generic and adaptive framework for a P300-based BCI

Jelena Mladenovic, Jérémy Frey, Mateus Joffily, Emmanuel Maby, Fabien Lotte, Jérémie Mattout. Journal of Neural Engineering, 2020 17.
10.1088/1741-2552/ab5d5c

Impact of the time segment analysis for P300 detection with spatial filtering

Hubert Cecotti, Ronald Phlypo, Bertrand Rivet, Marco Congedo, Emmanuel Maby, Jérémie Mattout. ISABEL 2010 - 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2010.

Estimates of cortical column orientation improve MEG source inversion

James J. Bonaiuto, Fardin Afdideh, Maxime Ferez, Konrad Wagstyl, Jérémie Mattout, Mathilde Bonnefond, Gareth R. Barnes, Sven Bestmann. NeuroImage, 2020 216.
10.1016/j.neuroimage.2020.116862

Improved motor imagery decoding with spatiotemporal filtering based on beta burst kernels

Sotirios Papadopoulos, Ludovic Darmet, Maciej J Szul, Marco Congedo, James Bonaiuto, Jérémie Mattout. BCI 2024 - 9th Graz Brain-Computer Interface Conference, 2024.

Simple Probabilistic Data-driven Model for Adaptive BCI Feedback

Jelena Mladenović, Fabien Lotte, Jérémie Mattout, Jérémy Frey. NAT 2022 - 3rd Neuroadaptive Technology Conference, 2022.

A generic framework for adaptive EEG-based BCI training and operation

Jelena Mladenović, Jérémie Mattout, Fabien Lotte. Brain-Computer Interfaces Handbook: Technological and Theoretical Advances, 2017 1.

An Automatic Riemannian Artifact Rejection Method for P300-based BCIs

Davoud Hajhassani, Jérémie Mattout, Marco Congedo. EUSIPCO 2024 - 32nd European Signal Processing Conference, 2024.

Toward a New Application of Real-Time Electrophysiology: Online Optimization of Cognitive Neurosciences Hypothesis Testing

Jean Daunizeau, Emmanuel Maby, Olivier Bertrand, Aline Bompas, Jérémie Mattout, Gaëtan Sanchez. Behavioral and Brain Sciences, 2014 4(1).
10.3390/brainsci4010049