Fabien Lotte

102 papers A* 5B 10C 2Misc 3Journal 43Unranked 37
YearRankTypeTitle / Venue / Authors
2025 — conf
A Probabilistic View on Riemannian Machine Learning Models for SPD Matrices.
GSI (3)
Thibault de Surrel, Florian Yger, Fabien Lotte, Sylvain Chevallier
2025 J jnl
A probabilistic view on Riemannian machine learning models for SPD matrices.
CoRR
Thibault de Surrel, Florian Yger, Fabien Lotte, Sylvain Chevallier
2025 J jnl
An Active Inference perspective on Neurofeedback Training.
CoRR
Côme Annicchiarico, Fabien Lotte, Jérémie Mattout
2025 J jnl
Artificial Intelligence in Science and Society: The Vision of USERN.
IEEE Access
Tommaso Dorigo, Gary D. Brown, Carlo Casonato, Artemi Cerdà, Joseph Ciarrochi, Mauro Da Lio, Nicole D'Souza, Nicolas R. Gauger, Steven C. Hayes, Stefan G. Hofmann, Robert Johansson, Marcus Liwicki, Fabien Lotte, Juan J. Nieto, Giulia Olivato, Peter Parnes, George Perry, Alice Plebe, Idupulapati M. Rao, Nima Rezaei, Fredrik Sandin, Andrey Ustyuzhanin, Giorgio Vallortigara, Pietro Vischia, Niloufar Yazdanpanah
2025 — conf
From Post-Median Nerve Stimulation ERD to MI-BCI Expertise Prediction.
BCI
Valérie Marissens Cueva, Fabien Lotte, Laurent Bougrain, Sébastien Rimbert
2025 J jnl
Geometry-Aware visualization of high dimensional Symmetric Positive Definite matrices.
Trans. Mach. Learn. Res.
Thibault de Surrel, Sylvain Chevallier, Fabien Lotte, Florian Yger
2025 — conf
Riemannian Fusions of EEG-Based Features for Motor Imagery Detection Under Propofol Sedation.
MLSP
Valérie Marissens Cueva, Camilla Mannino, Marie-Constance Corsi, Fabien Lotte, Sébastien Rimbert, Laurent Bougrain
2025 A* conf
Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices.
ICML
Thibault de Surrel, Fabien Lotte, Sylvain Chevallier, Florian Yger
2025 J jnl
Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices.
CoRR
Thibault de Surrel, Fabien Lotte, Sylvain Chevallier, Florian Yger
2024 — conf
Averaging Trajectories on the Manifold of Symmetric Positive Definite Matrices.
EUSIPCO
Thibault de Surrel, Florian Yger, Sylvain Chevallier, Fabien Lotte
2024 J jnl
Bayesian model of individual learning to control a motor imagery BCI.
CoRR
Côme Annicchiarico, Fabien Lotte, Jérémie Mattout
2024 B conf
Machine Learning Methods for BCI: challenges, pitfalls and promises.
ESANN
Jaime Riascos, Marta Molinas, Fabien Lotte
2024 J jnl
Modeling Complex EEG Data Distribution on the Riemannian Manifold Toward Outlier Detection and Multimodal Classification.
IEEE Trans. Biomed. Eng.
Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Frédéric Dehais, Yuichi Tanaka, Fabien Lotte
2024 — conf
Prediction of Motor-Imagery-BCI performance using Median Nerve Stimulation.
BCI
Sébastien Rimbert, Valérie Marissens Cueva, Laurent Bougrain, Fabien Lotte
2023 — conf
Impact of the baseline temporal selection on the ERD/ERS analysis for Motor Imagery-based BCI.
EMBC
Sébastien Rimbert, David Trocellier, Fabien Lotte
2023 — conf
Novel SPD Matrix Representations Considering Cross-Frequency Coupling for EEG Classification Using Riemannian Geometry.
EUSIPCO
Maria Sayu Yamamoto, Apolline Mellot, Sylvain Chevallier, Fabien Lotte
2022 — conf
Class-distinctiveness-based frequency band selection on the Riemannian manifold for oscillatory activity-based BCIs: preliminary results.
EMBC
Maria Sayu Yamamoto, Fabien Lotte, Florian Yger, Sylvain Chevallier
2022 — conf
ERD modulations during motor imageries relate to users' traits and BCI performances.
EMBC
Sébastien Rimbert, Fabien Lotte
2022 — conf
Identifying factors influencing the outcome of BCI-based post stroke motor rehabilitation towards its personalization with Artificial Intelligence.
MetroXRAINE
David Trocellier, Bernard N'Kaoua, Fabien Lotte
2022 — conf
Is Event-Related Desynchronization variability correlated with BCI performance?
MetroXRAINE
Sébastien Rimbert, David Trocellier, Fabien Lotte
2022 J jnl
Towards Identifying Optimal Biased Feedback for Various User States and Traits in Motor Imagery BCI.
IEEE Trans. Biomed. Eng.
Jelena Mladenovic, Jérémy Frey, Smeety Pramij, Jérémie Mattout, Fabien Lotte
2021 J jnl
BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification.
Sensors
Aurélien Appriou, Léa Pillette, David Trocellier, Dan Dutartre, Andrzej Cichocki, Fabien Lotte
2021 J jnl
Experimenters' Influence on Mental-Imagery based Brain-Computer Interface User Training.
Int. J. Hum. Comput. Stud.
Léa Pillette, Aline Roc, Bernard N'Kaoua, Fabien Lotte
2021 — conf
Guidelines to use Transfer Learning for Motor Imagery Detection: an experimental study.
NER
Laurent Bougrain, Sébastien Rimbert, Pedro L. C. Rodrigues, Geoffrey Canron, Fabien Lotte
2021 J jnl
Multi-Session Influence of Two Modalities of Feedback and Their Order of Presentation on MI-BCI User Training.
Multimodal Technol. Interact.
Léa Pillette, Bernard N'Kaoua, Romain Sabau, Bertrand Glize, Fabien Lotte
2021 J jnl
Towards identifying optimal biased feedback for various user states and traits in motor imagery BCI.
CoRR
Jelena Mladenovic, Jérémy Frey, Smeety Pramij, Jérémie Mattout, Fabien Lotte
2020 J jnl
A physical learning companion for Mental-Imagery BCI User Training.
Int. J. Hum. Comput. Stud.
Léa Pillette, Camille Jeunet, Boris Mansencal, Roger N'Kambou, Bernard N'Kaoua, Fabien Lotte
2020 B conf
Assessing The Relevance Of Neurophysiological Patterns To Predict Motor Imagery-based BCI Users' Performance.
SMC
Eidan Tzdaka, Camille Benaroch, Camille Jeunet, Fabien Lotte
2020 Misc conf
Channel Selection over Riemannian Manifold with Non-Stationarity Consideration for Brain-Computer Interface Applications.
ICASSP
Khadijeh Sadatnejad, Aline Roc, Léa Pillette, Aurélien Appriou, Thibaut Monseigne, Fabien Lotte
2020 — conf
Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering.
EMBC
Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Yuichi Tanaka, Fabien Lotte
2020 B conf
Towards measuring states of epistemic curiosity through electroencephalographic signals.
SMC
Aurélien Appriou, Jessy Ceha, Smeety Pramij, Dan Dutartre, Edith Law, Pierre-Yves Oudeyer, Fabien Lotte
2019 J jnl
AI in the media and creative industries.
CoRR
Giuseppe Amato, Malte Behrmann, Frédéric Bimbot, Baptiste Caramiaux, Fabrizio Falchi, Ander García, Joost Geurts, Jaume Gibert, Guillaume Gravier, Hadmut Holken, Hartmut Koenitz, Sylvain Lefebvre, Antoine Liutkus, Fabien Lotte, Andrew Perkis, Rafael Redondo, Enrico Turrin, Thierry Viéville, Emmanuel Vincent
2019 — conf
Are users' traits informative enough to predict/explain their mental-imagery based BCI performances?
GBCIC
Camille Benaroch, Fabien Lotte, Camille Jeunet
2019 J jnl
Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems - Guidelines Derived from Simulation and Real-World Data.
Neuroinformatics
Andreas Meinel, Sebastián Castaño-Candamil, Benjamin Blankertz, Fabien Lotte, Michael Tangermann
2019 — conf
Design and Preliminary Study of a neurofeedback Protocol to Self-Regulate an EEG Marker of Drowsiness.
GBCIC
Thibaut Monseigne, Fabien Lotte, Stéphanie Bioulac, Pierre Philip, Jean-Arthur Micoulaud-Franchi
2019 J jnl
Monitoring Pilot's Mental Workload Using ERPs and Spectral Power with a Six-Dry-Electrode EEG System in Real Flight Conditions.
Sensors
Frédéric Dehais, Alban Duprès, Sarah Blum, Nicolas Drougard, Sébastien Scannella, Raphaëlle N. Roy, Fabien Lotte
2019 — conf
Towards Adaptive Classification using Riemannian Geometry approaches in Brain-Computer Interfaces.
BCI
Satyam Kumar, Florian Yger, Fabien Lotte
2019 J jnl
Towards Artificial Learning Companions for Mental Imagery-based Brain-Computer Interfaces.
CoRR
Léa Pillette, Camille Jeunet, Roger Nkambou, Bernard N'Kaoua, Fabien Lotte
2019 — conf
Would Motor-Imagery based BCI user training benefit from more women experimenters?
GBCIC
Aline Roc, Léa Pillette, Bernard N'Kaoua, Fabien Lotte
2019 J jnl
Would Motor-Imagery based BCI user training benefit from more women experimenters?
CoRR
Aline Roc, Léa Pillette, Bernard N'Kaoua, Fabien Lotte
2018 J jnl
Active Inference for Adaptive BCI: application to the P300 Speller.
CoRR
Jelena Mladenovic, Jérémy Frey, Emmanuel Maby, Mateus Joffily, Fabien Lotte, Jérémie Mattout
2018 C conf
Neural Mechanisms of Social Emotion Perception: An EEG Hyper-Scanning Study.
CW
Li Zhu, Fabien Lotte, Gaochao Cui, Junhua Li, Changle Zhou, Andrzej Cichocki
2018 — conf
Towards Robust Neuroadaptive HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals.
CHI Extended Abstracts
Aurélien Appriou, Andrzej Cichocki, Fabien Lotte
2017 J jnl
A generic framework for adaptive EEG-based BCI training and operation.
CoRR
Jelena Mladenovic, Jérémie Mattout, Fabien Lotte
2017 — conf
Online Classification accuracy is a Poor Metric to Study Mental imagery-based BCI User Learning: an Experimental Demonstration and New Metrics.
GBCIC
Fabien Lotte, Camille Jeunet
2017 — conf
Peanut: Personalised Emotional Agent for Neurotechnology User-Training.
GBCIC
Léa Pillette, Camille Jeunet, Boris Mansencal, Roger Nkambou, Bernard N'Kaoua, Fabien Lotte
2017 — conf
Scientific Outreach with Teegi, a Tangible EEG Interface to Talk about Neurotechnologies.
CHI Extended Abstracts
Jérémy Frey, Renaud Gervais, Thibault Lainé, Maxime Duluc, Hugo Germain, Stéphanie Fleck, Fabien Lotte, Martin Hachet
2017 J jnl
Scientific Outreach with Teegi, a Tangible EEG Interface to Talk about Neurotechnologies.
CoRR
Jérémy Frey, Renaud Gervais, Thibault Lainé, Maxime Duluc, Hugo Germain, Stéphanie Fleck, Fabien Lotte, Martin Hachet
2017 J jnl
The Impact of Flow in an EEG-based Brain Computer Interface.
CoRR
Jelena Mladenovic, Jérémy Frey, Manon Bonnet-Save, Jérémie Mattout, Fabien Lotte
2017 — conf
The Impact of Flow in an EEG-based brain Computer Interface.
GBCIC
Jelena Mladenovic, Jérémy Frey, Manon Bonnet-Save, Jérémie Mattout, Fabien Lotte
2017 — conf
Tikhonov Regularization enhances EEG-based Spatial filtering for single-Trial Regression.
GBCIC
Andreas Meinel, Fabien Lotte, Michael Tangermann
2017 — conf
Towards a Cognitive Model of MI-BCI User Training.
GBCIC
Camille Jeunet, Bernard N'Kaoua, Fabien Lotte
2017 — conf
When HCI Meets Neurotechnologies: What You Should Know about Brain-Computer Interfaces.
CHI Extended Abstracts
Jérémy Frey, Jelena Mladenovic, Fabien Lotte, Camille Jeunet, Léa Pillette
2016 J jnl
Classifying EEG Signals during Stereoscopic Visualization to Estimate Visual Comfort.
Comput. Intell. Neurosci.
Jérémy Frey, Aurélien Appriou, Fabien Lotte, Martin Hachet
2016 A* conf
Framework for Electroencephalography-based Evaluation of User Experience.
CHI
Jérémy Frey, Maxime Daniel, Julien Castet, Martin Hachet, Fabien Lotte
2016 J jnl
Framework for Electroencephalography-based Evaluation of User Experience.
CoRR
Jérémy Frey, Maxime Daniel, Julien Castet, Martin Hachet, Fabien Lotte
2016 B conf
TOBE: Tangible Out-of-Body Experience.
TEI
Renaud Gervais, Jérémy Frey, Alexis Gay, Fabien Lotte, Martin Hachet
2016 — book
Towards Usable Electroencephalography-based Brain-Computer Interfaces.
Fabien Lotte
2016 B conf
Towards a spatial ability training to improve Mental Imagery based Brain-Computer Interface (MI-BCI) performance: A Pilot study.
SMC
Suzy Teillet, Fabien Lotte, Bernard N'Kaoua, Camille Jeunet
2015 — conf
Averaging covariance matrices for EEG signal classification based on the CSP: An empirical study.
EUSIPCO
Florian Yger, Fabien Lotte, Masashi Sugiyama
2015 — conf
Continuous Mental Effort Evaluation During 3D Object Manipulation Tasks Based on Brain and Physiological Signals.
INTERACT (1)
Dennis Wobrock, Jérémy Frey, Delphine Graeff, Jean-Baptiste de la Rivière, Julien Castet, Fabien Lotte
2015 J jnl
Continuous Mental Effort Evaluation during 3D Object Manipulation Tasks based on Brain and Physiological Signals.
CoRR
Dennis Wobrock, Jérémy Frey, Delphine Graeff, Jean-Baptiste de la Rivière, Julien Castet, Fabien Lotte
2015 — conf
Continuous Tactile Feedback for Motor-Imagery Based Brain-Computer Interaction in a Multitasking Context.
INTERACT (1)
Camille Jeunet, Chi Thanh Vi, Daniel Spelmezan, Bernard N'Kaoua, Fabien Lotte, Sriram Subramanian
2015 — conf
Estimating Visual Comfort in Stereoscopic Displays Using Electroencephalography: A Proof-of-Concept.
INTERACT (4)
Jérémy Frey, Aurélien Appriou, Fabien Lotte, Martin Hachet
2015 J jnl
Estimating Visual Comfort in Stereoscopic Displays Using Electroencephalography: A Proof-of-Concept.
CoRR
Jérémy Frey, Aurélien Appriou, Fabien Lotte, Martin Hachet
2015 J jnl
Signal Processing Approaches to Minimize or Suppress Calibration Time in Oscillatory Activity-Based Brain-Computer Interfaces.
Proc. IEEE
Fabien Lotte
2015 — conf
Synthetic Evidential Study as Augmented Collective Thought Process - Preliminary Report.
ACIIDS (1)
Toyoaki Nishida, Masakazu Abe, Takashi Ookaki, Divesh Lala, Sutasinee Thovutikul, Hengjie Song, Yasser F. O. Mohammad, Christian Nitschke, Yoshimasa Ohmoto, Atsushi Nakazawa, Takaaki Shochi, Jean-Luc Rouas, Aurélie Bugeau, Fabien Lotte, Zuheng Ming, Geoffrey Letournel, Marine Guerry, Dominique Fourer
2015 J jnl
TOBE: Tangible Out-of-Body Experience.
CoRR
Renaud Gervais, Jérémy Frey, Alexis Gay, Fabien Lotte, Martin Hachet
2015 B conf
Towards Explanatory Feedback for User Training in Brain-Computer Interfaces.
SMC
Julia Schumacher, Camille Jeunet, Fabien Lotte
2015 — conf
Towards improved BCI based on human learning principles.
BCI
Fabien Lotte, Camille Jeunet
2014 J jnl
Assessing the Zone of Comfort in Stereoscopic Displays using EEG.
CoRR
Jérémy Frey, Leonard Pommereau, Fabien Lotte, Martin Hachet
2014 — conf
Assessing the zone of comfort in stereoscopic displays using EEG.
CHI Extended Abstracts
Jérémy Frey, Leonard Pommereau, Fabien Lotte, Martin Hachet
2014 — conf
Design and Validation of a Mental and Social Stress Induction Protocol - Towards Load-invariant Physiology-based Stress Detection.
PhyCS
Camille Jeunet, Fabien Lotte, Christian Mühl
2014 Misc conf
Optimizing spatial filter pairs for EEG classification based on phase-synchronization.
ICASSP
Nicoletta Caramia, Fabien Lotte, Stefano Ramat
2014 — conf
Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction.
PhyCS
Jérémy Frey, Christian Mühl, Fabien Lotte, Martin Hachet
2014 J jnl
Teegi: Tangible EEG Interface.
CoRR
Jérémy Frey, Renaud Gervais, Stéphanie Fleck, Fabien Lotte, Martin Hachet
2014 A* conf
Teegi: tangible EEG interface.
UIST
Jérémy Frey, Renaud Gervais, Stéphanie Fleck, Fabien Lotte, Martin Hachet
2014 A* conf
The Mind-Mirror: See your brain in action in your head using EEG and augmented reality.
VR
Jonathan Mercier-Ganady, Fabien Lotte, Emilie Loup-Escande, Maud Marchal, Anatole Lécuyer
2013 J jnl
Guest Editorial: Brain/neuronal - Computer game interfaces and interaction.
IEEE Trans. Comput. Intell. AI Games
Damien Coyle, José C. Príncipe, Fabien Lotte, Anton Nijholt
2013 J jnl
Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction.
CoRR
Jérémy Frey, Christian Mühl, Fabien Lotte, Martin Hachet
2013 J jnl
Two Brains, One Game: Design and Evaluation of a Multiuser BCI Video Game Based on Motor Imagery.
IEEE Trans. Comput. Intell. AI Games
Laurent Bonnet, Fabien Lotte, Anatole Lécuyer
2012 B conf
A new feature and associated optimal spatial filter for EEG signal classification: Waveform Length.
ICPR
Fabien Lotte
2012 B conf
Brain computer interface vs walking interface in VR: the impact of motor activity on spatial transfer.
VRST
Florian Larrue, Hélène Sauzéon, Lioubov Aguilova, Fabien Lotte, Martin Hachet, Bernard N'Kaoua
2012 J jnl
Brain-Computer Interfaces: Beyond Medical Applications.
Computer
Jan B. F. van Erp, Fabien Lotte, Michael Tangermann
2012 J jnl
Exploring two novel features for EEG-based brain-computer interfaces: Multifractal cumulants and predictive complexity.
Neurocomputing
Nicolas Brodu, Fabien Lotte, Anatole Lécuyer
2012 J jnl
Les interfaces cerveau-ordinateur. Conception et utilisation en réalité virtuelle.
Tech. Sci. Informatiques
Fabien Lotte
2011 C conf
Brain-computer interfaces for 3D games: hype or hope?
FDG
Fabien Lotte
2011 — conf
Comparative study of band-power extraction techniques for Motor Imagery classification.
CCMB
Nicolas Brodu, Fabien Lotte, Anatole Lécuyer
2011 J jnl
Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms.
IEEE Trans. Biomed. Eng.
Fabien Lotte, Cuntai Guan
2011 J jnl
Using Scalp Electrical Biosignals to Control an Object by Concentration and Relaxation Tasks: Design and Evaluation
CoRR
Laurent George, Fabien Lotte, Raquel Viciana-Abad, Anatole Lécuyer
2011 — conf
Using scalp electrical biosignals to control an object by concentration and relaxation tasks: Design and evaluation.
EMBC
Laurent George, Fabien Lotte, Raquel Viciana-Abad, Anatole Lécuyer
2010 J jnl
Exploring Large Virtual Environments by Thoughts Using a Brain-Computer Interface Based on Motor Imagery and High-Level Commands.
Presence Teleoperators Virtual Environ.
Fabien Lotte, Aurélien van Langhenhove, Fabrice Lamarche, Thomas Ernest, Yann Renard, Bruno Arnaldi, Anatole Lécuyer
2010 Misc conf
Learning from other subjects helps reducing Brain-Computer Interface calibration time.
ICASSP
Fabien Lotte, Cuntai Guan
2010 J jnl
OpenViBE: An Open-Source Software Platform to Design, Test, and Use Brain-Computer Interfaces in Real and Virtual Environments.
Presence Teleoperators Virtual Environ.
Yann Renard, Fabien Lotte, Guillaume Gibert, Marco Congedo, Emmanuel Maby, Vincent Delannoy, Olivier Bertrand, Anatole Lécuyer
2010 B conf
Spatially Regularized Common Spatial Patterns for EEG Classification.
ICPR
Fabien Lotte, Cuntai Guan
2009 A* conf
A performance model of selection techniques for p300-based brain-computer interfaces.
CHI
Jean-Baptiste Sauvan, Anatole Lécuyer, Fabien Lotte, Géry Casiez
2009 J jnl
FuRIA: an inverse solution based feature extraction algorithm using fuzzy set theory for brain-computer interfaces.
IEEE Trans. Signal Process.
Fabien Lotte, Anatole Lécuyer, Bruno Arnaldi
2009 — conf
Towards ambulatory brain-computer interfaces: a pilot study with P300 signals.
Advances in Computer Entertainment Technology
Fabien Lotte, Junya Fujisawa, Hideaki Touyama, Rika Ito, Michitaka Hirose, Anatole Lécuyer
2008 J jnl
Brain-Computer Interfaces, Virtual Reality, and Videogames.
Computer
Anatole Lécuyer, Fabien Lotte, Richard B. Reilly, Robert Leeb, Michitaka Hirose, Mel Slater
2008 J jnl
Classifying EEG for brain computer interfaces using Gaussian processes.
Pattern Recognit. Lett.
Mingjun Zhong, Fabien Lotte, Mark A. Girolami, Anatole Lécuyer
2008 B conf
Pattern rejection strategies for the design of self-paced EEG-based Brain-Computer Interfaces.
ICPR
Fabien Lotte, Harold Mouchère, Anatole Lécuyer
2008 — —
Study of Electroencephalographic Signal Processing and Classification Techniques towards the use of Brain-Computer Interfaces in Virtual Reality Applications.
Fabien Lotte