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ORCIDFabien Lotte
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- affiliation: Inria Center at the University of Bordeaux, France
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Books and Theses
- 2016
[b2]Fabien Lotte:
Towards Usable Electroencephalography-based Brain-Computer Interfaces. University of Bordeaux, France, 2016- 2008
- [b1]Fabien Lotte:
Study of Electroencephalographic Signal Processing and Classification Techniques towards the use of Brain-Computer Interfaces in Virtual Reality Applications. INSA de Rennes, France, 2008
Journal Articles
- 2024
- [j21]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): 377-387 (2024) - 2022
- [j20]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
- [j19]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: 102603 (2021) - [j18]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): 12 (2021) - [j17]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): 5740 (2021) - 2020
- [j16]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: 102380 (2020) - 2019
- [j15]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): 235-251 (2019) - [j14]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): 1324 (2019) - 2016
- [j13]Jérémy Frey, Aurélien Appriou, Fabien Lotte, Martin Hachet:
Classifying EEG Signals during Stereoscopic Visualization to Estimate Visual Comfort. Comput. Intell. Neurosci. 2016: 2758103:1-2758103:11 (2016) - 2015
- [j12]Fabien Lotte:
Signal Processing Approaches to Minimize or Suppress Calibration Time in Oscillatory Activity-Based Brain-Computer Interfaces. Proc. IEEE 103(6): 871-890 (2015) - 2013
- [j11]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): 77-81 (2013) - [j10]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): 185-198 (2013) - 2012
- [j9]Jan B. F. van Erp, Fabien Lotte, Michael Tangermann:
Brain-Computer Interfaces: Beyond Medical Applications. Computer 45(4): 26-34 (2012) - [j8]Nicolas Brodu, Fabien Lotte, Anatole Lécuyer:
Exploring two novel features for EEG-based brain-computer interfaces: Multifractal cumulants and predictive complexity. Neurocomputing 79: 87-94 (2012) - [j7]Fabien Lotte:
Les interfaces cerveau-ordinateur. Conception et utilisation en réalité virtuelle. Tech. Sci. Informatiques 31(3): 289-310 (2012) - 2011
- [j6]Fabien Lotte, Cuntai Guan:
Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms. IEEE Trans. Biomed. Eng. 58(2): 355-362 (2011) - 2010
- [j5]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): 35-53 (2010) - [j4]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): 54-70 (2010) - 2009
- [j3]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): 3253-3263 (2009) - 2008
- [j2]Anatole Lécuyer, Fabien Lotte, Richard B. Reilly, Robert Leeb, Michitaka Hirose, Mel Slater:
Brain-Computer Interfaces, Virtual Reality, and Videogames. Computer 41(10): 66-72 (2008) - [j1]Mingjun Zhong, Fabien Lotte, Mark A. Girolami, Anatole Lécuyer:
Classifying EEG for brain computer interfaces using Gaussian processes. Pattern Recognit. Lett. 29(3): 354-359 (2008)
Conference and Workshop Papers
- 2024
- [c52]Sébastien Rimbert, Valérie Marissens Cueva, Laurent Bougrain, Fabien Lotte:
Prediction of Motor-Imagery-BCI performance using Median Nerve Stimulation. BCI 2024: 1-6 - [c51]Thibault de Surrel, Florian Yger, Sylvain Chevallier, Fabien Lotte:
Averaging Trajectories on the Manifold of Symmetric Positive Definite Matrices. EUSIPCO 2024: 1182-1186 - 2023
- [c50]Sébastien Rimbert, David Trocellier, Fabien Lotte:
Impact of the baseline temporal selection on the ERD/ERS analysis for Motor Imagery-based BCI. EMBC 2023: 1-4 - [c49]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: 960-964 - 2022
- [c48]Sébastien Rimbert, Fabien Lotte:
ERD modulations during motor imageries relate to users' traits and BCI performances. EMBC 2022: 203-207 - [c47]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: 3690-3693 - [c46]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: 151-156 - [c45]Sébastien Rimbert, David Trocellier, Fabien Lotte:
Is Event-Related Desynchronization variability correlated with BCI performance? MetroXRAINE 2022: 163-168 - 2021
- [c44]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: 5-8 - 2020
- [c43]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: 438-441 - [c42]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: 1364-1368 - [c41]Eidan Tzdaka, Camille Benaroch, Camille Jeunet, Fabien Lotte:
Assessing The Relevance Of Neurophysiological Patterns To Predict Motor Imagery-based BCI Users' Performance. SMC 2020: 2490-2495 - [c40]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: 4006-4011 - 2019
- [c39]Satyam Kumar, Florian Yger, Fabien Lotte:
Towards Adaptive Classification using Riemannian Geometry approaches in Brain-Computer Interfaces. BCI 2019: 1-6 - [c38]Camille Benaroch, Fabien Lotte, Camille Jeunet:
Are users' traits informative enough to predict/explain their mental-imagery based BCI performances? GBCIC 2019 - [c37]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 - [c36]Aline Roc, Léa Pillette, Bernard N'Kaoua, Fabien Lotte:
Would Motor-Imagery based BCI user training benefit from more women experimenters? GBCIC 2019 - 2018
- [c35]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 - [c34]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: 199-206 - 2017
- [c33]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: 405-408 - [c32]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: 1253-1256 - [c31]Camille Jeunet, Bernard N'Kaoua, Fabien Lotte:
Towards a Cognitive Model of MI-BCI User Training. GBCIC 2017 - [c30]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 - [c29]Andreas Meinel, Fabien Lotte, Michael Tangermann:
Tikhonov Regularization enhances EEG-based Spatial filtering for single-Trial Regression. GBCIC 2017 - [c28]Jelena Mladenovic, Jérémy Frey, Manon Bonnet-Save, Jérémie Mattout, Fabien Lotte:
The Impact of Flow in an EEG-based brain Computer Interface. GBCIC 2017 - [c27]Léa Pillette, Camille Jeunet, Boris Mansencal, Roger Nkambou, Bernard N'Kaoua, Fabien Lotte:
Peanut: Personalised Emotional Agent for Neurotechnology User-Training. GBCIC 2017 - 2016
- [c26]Jérémy Frey, Maxime Daniel, Julien Castet, Martin Hachet, Fabien Lotte:
Framework for Electroencephalography-based Evaluation of User Experience. CHI 2016: 2283-2294 - [c25]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: 3664-3669 - [c24]Renaud Gervais, Jérémy Frey, Alexis Gay, Fabien Lotte, Martin Hachet:
TOBE: Tangible Out-of-Body Experience. TEI 2016: 227-235 - 2015
- [c23]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: 13-22 - [c22]Fabien Lotte, Camille Jeunet:
Towards improved BCI based on human learning principles. BCI 2015: 1-4 - [c21]Florian Yger, Fabien Lotte, Masashi Sugiyama:
Averaging covariance matrices for EEG signal classification based on the CSP: An empirical study. EUSIPCO 2015: 2721-2725 - [c20]Jérémy Frey, Aurélien Appriou, Fabien Lotte, Martin Hachet:
Estimating Visual Comfort in Stereoscopic Displays Using Electroencephalography: A Proof-of-Concept. INTERACT (4) 2015: 354-362 - [c19]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: 472-487 - [c18]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: 488-505 - [c17]Julia Schumacher, Camille Jeunet, Fabien Lotte:
Towards Explanatory Feedback for User Training in Brain-Computer Interfaces. SMC 2015: 3169-3174 - 2014
- [c16]Jérémy Frey, Leonard Pommereau, Fabien Lotte, Martin Hachet:
Assessing the zone of comfort in stereoscopic displays using EEG. CHI Extended Abstracts 2014: 2041-2046 - [c15]Nicoletta Caramia, Fabien Lotte, Stefano Ramat:
Optimizing spatial filter pairs for EEG classification based on phase-synchronization. ICASSP 2014: 2049-2053 - [c14]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: 98-106 - [c13]Jérémy Frey, Christian Mühl, Fabien Lotte, Martin Hachet:
Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction. PhyCS 2014: 214-223 - [c12]Jérémy Frey, Renaud Gervais, Stéphanie Fleck, Fabien Lotte, Martin Hachet:
Teegi: tangible EEG interface. UIST 2014: 301-308 - [c11]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: 33-38 - 2012
- [c10]Fabien Lotte:
A new feature and associated optimal spatial filter for EEG signal classification: Waveform Length. ICPR 2012: 1302-1305 - [c9]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: 113-120 - 2011
- [c8]Nicolas Brodu, Fabien Lotte, Anatole Lécuyer:
Comparative study of band-power extraction techniques for Motor Imagery classification. CCMB 2011: 95-100 - [c7]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: 6299-6302 - [c6]Fabien Lotte:
Brain-computer interfaces for 3D games: hype or hope? FDG 2011: 325-327 - 2010
- [c5]Fabien Lotte, Cuntai Guan:
Learning from other subjects helps reducing Brain-Computer Interface calibration time. ICASSP 2010: 614-617 - [c4]Fabien Lotte, Cuntai Guan:
Spatially Regularized Common Spatial Patterns for EEG Classification. ICPR 2010: 3712-3715 - 2009
- [c3]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: 336-339 - [c2]Jean-Baptiste Sauvan, Anatole Lécuyer, Fabien Lotte, Géry Casiez:
A performance model of selection techniques for p300-based brain-computer interfaces. CHI 2009: 2205-2208 - 2008
- [c1]Fabien Lotte, Harold Mouchère, Anatole Lécuyer:
Pattern rejection strategies for the design of self-paced EEG-based Brain-Computer Interfaces. ICPR 2008: 1-5
Informal and Other Publications
- 2024
- [i17]Côme Annicchiarico, Fabien Lotte, Jérémie Mattout:
Bayesian model of individual learning to control a motor imagery BCI. CoRR abs/2410.05926 (2024) - 2021
- [i16]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 abs/2112.12399 (2021) - 2019
- [i15]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 abs/1905.04175 (2019) - [i14]Aline Roc, Léa Pillette, Bernard N'Kaoua, Fabien Lotte:
Would Motor-Imagery based BCI user training benefit from more women experimenters? CoRR abs/1905.05587 (2019) - [i13]Léa Pillette, Camille Jeunet, Roger Nkambou, Bernard N'Kaoua, Fabien Lotte:
Towards Artificial Learning Companions for Mental Imagery-based Brain-Computer Interfaces. CoRR abs/1905.09658 (2019) - 2018
- [i12]Jelena Mladenovic, Jérémy Frey, Emmanuel Maby, Mateus Joffily, Fabien Lotte, Jérémie Mattout:
Active Inference for Adaptive BCI: application to the P300 Speller. CoRR abs/1805.09109 (2018) - 2017
- [i11]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 abs/1703.02365 (2017) - [i10]Jelena Mladenovic, Jérémy Frey, Manon Bonnet-Save, Jérémie Mattout, Fabien Lotte:
The Impact of Flow in an EEG-based Brain Computer Interface. CoRR abs/1706.01728 (2017) - [i9]Jelena Mladenovic, Jérémie Mattout, Fabien Lotte:
A generic framework for adaptive EEG-based BCI training and operation. CoRR abs/1707.07935 (2017) - 2016
- [i8]Jérémy Frey, Maxime Daniel, Julien Castet, Martin Hachet, Fabien Lotte:
Framework for Electroencephalography-based Evaluation of User Experience. CoRR abs/1601.02768 (2016) - 2015
- [i7]Jérémy Frey, Aurélien Appriou, Fabien Lotte, Martin Hachet:
Estimating Visual Comfort in Stereoscopic Displays Using Electroencephalography: A Proof-of-Concept. CoRR abs/1505.07783 (2015) - [i6]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 abs/1505.07940 (2015) - [i5]Renaud Gervais, Jérémy Frey, Alexis Gay, Fabien Lotte, Martin Hachet:
TOBE: Tangible Out-of-Body Experience. CoRR abs/1511.06510 (2015) - 2014
- [i4]Jérémy Frey, Leonard Pommereau, Fabien Lotte, Martin Hachet:
Assessing the Zone of Comfort in Stereoscopic Displays using EEG. CoRR abs/1404.6222 (2014) - [i3]Jérémy Frey, Renaud Gervais, Stéphanie Fleck, Fabien Lotte, Martin Hachet:
Teegi: Tangible EEG Interface. CoRR abs/1412.1790 (2014) - 2013
- [i2]Jérémy Frey, Christian Mühl, Fabien Lotte, Martin Hachet:
Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction. CoRR abs/1311.2222 (2013) - 2011
- [i1]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 abs/1111.5285 (2011)
Coauthor Index
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