Fabien Lotte

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 46

Top Venues

INSA de Rennes, France (PHD)

Education History

INSA de Rennes, France

PHD

Publications

Sébastien Rimbert, Valérie Marissens Cueva, Laurent Bougrain, Fabien Lotte
Prediction of Motor-Imagery-BCI performance using Median Nerve Stimulation. BCI (2024)
Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Frédéric Dehais, Yuichi Tanaka, Fabien Lotte
Modeling Complex EEG Data Distribution on the Riemannian Manifold Toward Outlier Detection and Multimodal Classification. IEEE Trans. Biomed. Eng. 71 (2) (2024)
Maria Sayu Yamamoto, Apolline Mellot, Sylvain Chevallier, Fabien Lotte
Novel SPD Matrix Representations Considering Cross-Frequency Coupling for EEG Classification Using Riemannian Geometry. EUSIPCO (2023)
Sébastien Rimbert, David Trocellier, Fabien Lotte
Impact of the baseline temporal selection on the ERD/ERS analysis for Motor Imagery-based BCI. EMBC (2023)
Sébastien Rimbert, David Trocellier, Fabien Lotte
Is Event-Related Desynchronization variability correlated with BCI performance? MetroXRAINE (2022)
Sébastien Rimbert, Fabien Lotte
ERD modulations during motor imageries relate to users' traits and BCI performances. EMBC (2022)
Maria Sayu Yamamoto, Fabien Lotte, Florian Yger, Sylvain Chevallier
Class-distinctiveness-based frequency band selection on the Riemannian manifold for oscillatory activity-based BCIs: preliminary results. EMBC (2022)
David Trocellier, Bernard N'Kaoua, Fabien Lotte
Identifying factors influencing the outcome of BCI-based post stroke motor rehabilitation towards its personalization with Artificial Intelligence. MetroXRAINE (2022)
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) (2022)
Aurélien Appriou, Léa Pillette, David Trocellier, Dan Dutartre, Andrzej Cichocki, Fabien Lotte
BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification. Sensors 21 (17) (2021)
Laurent Bougrain, Sébastien Rimbert, Pedro L. C. Rodrigues, Geoffrey Canron, Fabien Lotte
Guidelines to use Transfer Learning for Motor Imagery Detection: an experimental study. NER (2021)
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. CoRR (2021)
Léa Pillette, Bernard N'Kaoua, Romain Sabau, Bertrand Glize, Fabien Lotte
Multi-Session Influence of Two Modalities of Feedback and Their Order of Presentation on MI-BCI User Training. Multimodal Technol. Interact. 5 (3) (2021)
Léa Pillette, Aline Roc, Bernard N'Kaoua, Fabien Lotte
Experimenters' Influence on Mental-Imagery based Brain-Computer Interface User Training. Int. J. Hum. Comput. Stud. 149 (2021)
Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Yuichi Tanaka, Fabien Lotte
Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering. EMBC (2020)
Khadijeh Sadatnejad, Aline Roc, Léa Pillette, Aurélien Appriou, Thibaut Monseigne, Fabien Lotte
Channel Selection over Riemannian Manifold with Non-Stationarity Consideration for Brain-Computer Interface Applications. ICASSP (2020)
Eidan Tzdaka, Camille Benaroch, Camille Jeunet, Fabien Lotte
Assessing The Relevance Of Neurophysiological Patterns To Predict Motor Imagery-based BCI Users' Performance. SMC (2020)
Léa Pillette, Camille Jeunet, Boris Mansencal, Roger N'Kambou, Bernard N'Kaoua, Fabien Lotte
A physical learning companion for Mental-Imagery BCI User Training. Int. J. Hum. Comput. Stud. 136 (2020)
Aurélien Appriou, Jessy Ceha, Smeety Pramij, Dan Dutartre, Edith Law, Pierre-Yves Oudeyer, Fabien Lotte
Towards measuring states of epistemic curiosity through electroencephalographic signals. SMC (2020)
Satyam Kumar, Florian Yger, Fabien Lotte
Towards Adaptive Classification using Riemannian Geometry approaches in Brain-Computer Interfaces. BCI (2019)
Andreas Meinel, Sebastián Castaño-Candamil, Benjamin Blankertz, Fabien Lotte, Michael Tangermann
Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems - Guidelines Derived from Simulation and Real-World Data. Neuroinformatics 17 (2) (2019)
Aline Roc, Léa Pillette, Bernard N'Kaoua, Fabien Lotte
Would Motor-Imagery based BCI user training benefit from more women experimenters? GBCIC (2019)
Frédéric Dehais, Alban Duprès, Sarah Blum, Nicolas Drougard, Sébastien Scannella, Raphaëlle N. Roy, Fabien Lotte
Monitoring Pilot's Mental Workload Using ERPs and Spectral Power with a Six-Dry-Electrode EEG System in Real Flight Conditions. Sensors 19 (6) (2019)
Aline Roc, Léa Pillette, Bernard N'Kaoua, Fabien Lotte
Would Motor-Imagery based BCI user training benefit from more women experimenters? CoRR (2019)
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
AI in the media and creative industries. CoRR (2019)
Léa Pillette, Camille Jeunet, Roger Nkambou, Bernard N'Kaoua, Fabien Lotte
Towards Artificial Learning Companions for Mental Imagery-based Brain-Computer Interfaces. CoRR (2019)
Thibaut Monseigne, Fabien Lotte, Stéphanie Bioulac, Pierre Philip, Jean-Arthur Micoulaud-Franchi
Design and Preliminary Study of a neurofeedback Protocol to Self-Regulate an EEG Marker of Drowsiness. GBCIC (2019)
Camille Benaroch, Fabien Lotte, Camille Jeunet
Are users' traits informative enough to predict/explain their mental-imagery based BCI performances? GBCIC (2019)
Jelena Mladenovic, Jérémy Frey, Emmanuel Maby, Mateus Joffily, Fabien Lotte, Jérémie Mattout
Active Inference for Adaptive BCI: application to the P300 Speller. CoRR (2018)
Li Zhu, Fabien Lotte, Gaochao Cui, Junhua Li, Changle Zhou, Andrzej Cichocki
Neural Mechanisms of Social Emotion Perception: An EEG Hyper-Scanning Study. CW (2018)
Aurélien Appriou, Andrzej Cichocki, Fabien Lotte
Towards Robust Neuroadaptive HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals. CHI Extended Abstracts (2018)
Jelena Mladenovic, Jérémy Frey, Manon Bonnet-Save, Jérémie Mattout, Fabien Lotte
The Impact of Flow in an EEG-based brain Computer Interface. GBCIC (2017)
Fabien Lotte, Camille Jeunet
Online Classification accuracy is a Poor Metric to Study Mental imagery-based BCI User Learning: an Experimental Demonstration and New Metrics. GBCIC (2017)
Camille Jeunet, Bernard N'Kaoua, Fabien Lotte
Towards a Cognitive Model of MI-BCI User Training. GBCIC (2017)
Jérémy Frey, Renaud Gervais, Thibault Lainé, Maxime Duluc, Hugo Germain, Stéphanie Fleck, Fabien Lotte, Martin Hachet
Scientific Outreach with Teegi, a Tangible EEG Interface to Talk about Neurotechnologies. CoRR (2017)
Jelena Mladenovic, Jérémie Mattout, Fabien Lotte
A generic framework for adaptive EEG-based BCI training and operation. CoRR (2017)
Andreas Meinel, Fabien Lotte, Michael Tangermann
Tikhonov Regularization enhances EEG-based Spatial filtering for single-Trial Regression. GBCIC (2017)
Léa Pillette, Camille Jeunet, Boris Mansencal, Roger Nkambou, Bernard N'Kaoua, Fabien Lotte
Peanut: Personalised Emotional Agent for Neurotechnology User-Training. GBCIC (2017)
Jelena Mladenovic, Jérémy Frey, Manon Bonnet-Save, Jérémie Mattout, Fabien Lotte
The Impact of Flow in an EEG-based Brain Computer Interface. CoRR (2017)
Jérémy Frey, Jelena Mladenovic, Fabien Lotte, Camille Jeunet, Léa Pillette
When HCI Meets Neurotechnologies: What You Should Know about Brain-Computer Interfaces. CHI Extended Abstracts (2017)
Jérémy Frey, Renaud Gervais, Thibault Lainé, Maxime Duluc, Hugo Germain, Stéphanie Fleck, Fabien Lotte, Martin Hachet
Scientific Outreach with Teegi, a Tangible EEG Interface to Talk about Neurotechnologies. CHI Extended Abstracts (2017)
Jérémy Frey, Maxime Daniel, Julien Castet, Martin Hachet, Fabien Lotte
Framework for Electroencephalography-based Evaluation of User Experience. CoRR (2016)
Renaud Gervais, Jérémy Frey, Alexis Gay, Fabien Lotte, Martin Hachet
TOBE: Tangible Out-of-Body Experience. Tangible and Embedded Interaction (2016)
Suzy Teillet, Fabien Lotte, Bernard N'Kaoua, Camille Jeunet
Towards a spatial ability training to improve Mental Imagery based Brain-Computer Interface (MI-BCI) performance: A Pilot study. SMC (2016)
Jérémy Frey, Maxime Daniel, Julien Castet, Martin Hachet, Fabien Lotte
Framework for Electroencephalography-based Evaluation of User Experience. CHI (2016)
Jérémy Frey, Aurélien Appriou, Fabien Lotte, Martin Hachet
Classifying EEG Signals during Stereoscopic Visualization to Estimate Visual Comfort. Comput. Intell. Neurosci. 2016 (2016)
Julia Schumacher, Camille Jeunet, Fabien Lotte
Towards Explanatory Feedback for User Training in Brain-Computer Interfaces. SMC (2015)
Florian Yger, Fabien Lotte, Masashi Sugiyama
Averaging covariance matrices for EEG signal classification based on the CSP: An empirical study. EUSIPCO (2015)
Fabien Lotte, Camille Jeunet
Towards improved BCI based on human learning principles. BCI (2015)
Jérémy Frey, Aurélien Appriou, Fabien Lotte, Martin Hachet
Estimating Visual Comfort in Stereoscopic Displays Using Electroencephalography: A Proof-of-Concept. CoRR (2015)
Jérémy Frey, Aurélien Appriou, Fabien Lotte, Martin Hachet
Estimating Visual Comfort in Stereoscopic Displays Using Electroencephalography: A Proof-of-Concept. INTERACT (4) (2015)
Dennis Wobrock, Jérémy Frey, Delphine Graeff, Jean-Baptiste de la Rivière, Julien Castet, Fabien Lotte
Continuous Mental Effort Evaluation during 3D Object Manipulation Tasks based on Brain and Physiological Signals. CoRR (2015)
Fabien Lotte
Signal Processing Approaches to Minimize or Suppress Calibration Time in Oscillatory Activity-Based Brain-Computer Interfaces. Proc. IEEE 103 (6) (2015)
Camille Jeunet, Chi Thanh Vi, Daniel Spelmezan, Bernard N'Kaoua, Fabien Lotte, Sriram Subramanian
Continuous Tactile Feedback for Motor-Imagery Based Brain-Computer Interaction in a Multitasking Context. INTERACT (1) (2015)
Dennis Wobrock, Jérémy Frey, Delphine Graeff, Jean-Baptiste de la Rivière, Julien Castet, Fabien Lotte
Continuous Mental Effort Evaluation During 3D Object Manipulation Tasks Based on Brain and Physiological Signals. INTERACT (1) (2015)
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
Synthetic Evidential Study as Augmented Collective Thought Process - Preliminary Report. ACIIDS (1) (2015)
Renaud Gervais, Jérémy Frey, Alexis Gay, Fabien Lotte, Martin Hachet
TOBE: Tangible Out-of-Body Experience. CoRR (2015)
Jérémy Frey, Leonard Pommereau, Fabien Lotte, Martin Hachet
Assessing the zone of comfort in stereoscopic displays using EEG. CHI Extended Abstracts (2014)
Jérémy Frey, Renaud Gervais, Stéphanie Fleck, Fabien Lotte, Martin Hachet
Teegi: tangible EEG interface. UIST (2014)
Jérémy Frey, Christian Mühl, Fabien Lotte, Martin Hachet
Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction. PhyCS (2014)
Camille Jeunet, Fabien Lotte, Christian Mühl
Design and Validation of a Mental and Social Stress Induction Protocol - Towards Load-invariant Physiology-based Stress Detection. PhyCS (2014)
Jérémy Frey, Leonard Pommereau, Fabien Lotte, Martin Hachet
Assessing the Zone of Comfort in Stereoscopic Displays using EEG. CoRR (2014)
Nicoletta Caramia, Fabien Lotte, Stefano Ramat
Optimizing spatial filter pairs for EEG classification based on phase-synchronization. ICASSP (2014)
Jérémy Frey, Renaud Gervais, Stéphanie Fleck, Fabien Lotte, Martin Hachet
Teegi: Tangible EEG Interface. CoRR (2014)
Jonathan Mercier-Ganady, Fabien Lotte, Emilie Loup-Escande, Maud Marchal, Anatole Lécuyer
The Mind-Mirror: See your brain in action in your head using EEG and augmented reality. VR (2014)
Laurent Bonnet, Fabien Lotte, Anatole Lécuyer
Two Brains, One Game: Design and Evaluation of a Multiuser BCI Video Game Based on Motor Imagery. IEEE Trans. Comput. Intell. AI Games 5 (2) (2013)
Jérémy Frey, Christian Mühl, Fabien Lotte, Martin Hachet
Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction. CoRR (2013)
Damien Coyle, José C. Príncipe, Fabien Lotte, Anton Nijholt
Guest Editorial: Brain/neuronal - Computer game interfaces and interaction. IEEE Trans. Comput. Intell. AI Games 5 (2) (2013)
Fabien Lotte
A new feature and associated optimal spatial filter for EEG signal classification: Waveform Length. ICPR (2012)
Nicolas Brodu, Fabien Lotte, Anatole Lécuyer
Exploring two novel features for EEG-based brain-computer interfaces: Multifractal cumulants and predictive complexity. Neurocomputing 79 (2012)
Jan B. F. van Erp, Fabien Lotte, Michael Tangermann
Brain-Computer Interfaces: Beyond Medical Applications. Computer 45 (4) (2012)
Fabien Lotte
Les interfaces cerveau-ordinateur. Conception et utilisation en réalité virtuelle. Tech. Sci. Informatiques 31 (3) (2012)
Florian Larrue, Hélène Sauzéon, Lioubov Aguilova, Fabien Lotte, Martin Hachet, Bernard N'Kaoua
Brain computer interface vs walking interface in VR: the impact of motor activity on spatial transfer. VRST (2012)
Fabien Lotte
Brain-computer interfaces for 3D games: hype or hope? FDG (2011)
Fabien Lotte, Cuntai Guan
Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms. IEEE Trans. Biomed. Eng. 58 (2) (2011)
Nicolas Brodu, Fabien Lotte, Anatole Lécuyer
Comparative study of band-power extraction techniques for Motor Imagery classification. CCMB (2011)
Laurent George, Fabien Lotte, Raquel Viciana-Abad, Anatole Lécuyer
Using Scalp Electrical Biosignals to Control an Object by Concentration and Relaxation Tasks: Design and Evaluation CoRR (2011)
Laurent George, Fabien Lotte, Raquel Viciana-Abad, Anatole Lécuyer
Using scalp electrical biosignals to control an object by concentration and relaxation tasks: Design and evaluation. EMBC (2011)
Fabien Lotte, Cuntai Guan
Spatially Regularized Common Spatial Patterns for EEG Classification. ICPR (2010)
Fabien Lotte, Aurélien van Langhenhove, Fabrice Lamarche, Thomas Ernest, Yann Renard, Bruno Arnaldi, Anatole Lécuyer
Exploring Large Virtual Environments by Thoughts Using a Brain-Computer Interface Based on Motor Imagery and High-Level Commands. Presence Teleoperators Virtual Environ. 19 (1) (2010)
Fabien Lotte, Cuntai Guan
Learning from other subjects helps reducing Brain-Computer Interface calibration time. ICASSP (2010)
Yann Renard, Fabien Lotte, Guillaume Gibert, Marco Congedo, Emmanuel Maby, Vincent Delannoy, Olivier Bertrand, Anatole Lécuyer
OpenViBE: An Open-Source Software Platform to Design, Test, and Use Brain-Computer Interfaces in Real and Virtual Environments. Presence Teleoperators Virtual Environ. 19 (1) (2010)
Jean-Baptiste Sauvan, Anatole Lécuyer, Fabien Lotte, Géry Casiez
A performance model of selection techniques for p300-based brain-computer interfaces. CHI (2009)
Fabien Lotte, Junya Fujisawa, Hideaki Touyama, Rika Ito, Michitaka Hirose, Anatole Lécuyer
Towards ambulatory brain-computer interfaces: a pilot study with P300 signals. Advances in Computer Entertainment Technology (2009)
Fabien Lotte, Anatole Lécuyer, Bruno Arnaldi
FuRIA: an inverse solution based feature extraction algorithm using fuzzy set theory for brain-computer interfaces. IEEE Trans. Signal Process. 57 (8) (2009)
Mingjun Zhong, Fabien Lotte, Mark A. Girolami, Anatole Lécuyer
Classifying EEG for brain computer interfaces using Gaussian processes. Pattern Recognit. Lett. 29 (3) (2008)
Fabien Lotte, Harold Mouchère, Anatole Lécuyer
Pattern rejection strategies for the design of self-paced EEG-based Brain-Computer Interfaces. ICPR (2008)
Anatole Lécuyer, Fabien Lotte, Richard B. Reilly, Robert Leeb, Michitaka Hirose, Mel Slater
Brain-Computer Interfaces, Virtual Reality, and Videogames. Computer 41 (10) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fabien Lotte