Number of documents

148

Fabien Lotte's CV from HAL


Journal articles39 documents

  • J.-M. Batail, S. Bioulac, F. Cabestaing, C. Daudet, D. Drapier, et al.. EEG neurofeedback research A fertile ground for psychiatry?. L'Encéphale, Elsevier Masson, 2019, ⟨10.1016/j.encep.2019.02.001⟩. ⟨hal-02094863⟩
  • Frédéric Dehais, Alban Duprès, Sarah Blum, Nicolas Drougard, Sébastien Scannella, et al.. Monitoring Pilot’s Mental Workload Using ERPs and Spectral Power with a Six-Dry-Electrode EEG System in Real Flight Conditions. Sensors, MDPI, 2019, 19 (6), pp.1324. ⟨10.3390/s19061324⟩. ⟨hal-02100934⟩
  • Andreas Meinel, Sebastián Castaño-Candamil, Benjamin Blankertz, Fabien Lotte, Michael Tangermann. Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems. Neuroinformatics, Springer, 2018. ⟨hal-01946130⟩
  • Laurens Krol, Juliane Pawlitzki, Fabien Lotte, Klaus Gramann, Thorsten Zander. SEREEGA: Simulating event-related EEG activity. Journal of Neuroscience Methods, Elsevier, 2018, 309, pp.13-24. ⟨hal-01946076⟩
  • Fabien Lotte, Laurent Bougrain, Andrzej Cichocki, Maureen Clerc, Marco Congedo, et al.. A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces: A 10-year Update. Journal of Neural Engineering, IOP Publishing, 2018, pp.55. ⟨10.1088/1741-2552/aab2f2⟩. ⟨hal-01846433⟩
  • Fabien Lotte, Camille Jeunet. Defining and Quantifying Users' Mental Imagery-based BCI skills: a first step. Journal of Neural Engineering, IOP Publishing, 2018, 15 (4), pp.1-37. ⟨10.1088/1741-2552/aac577⟩. ⟨hal-01846434⟩
  • Felix Putze, Christian Mühl, Fabien Lotte, Stephen Fairclough, Christian Herff. Editorial: Detection and Estimation of Working Memory States and Cognitive Functions Based on Neurophysiological Measures. Frontiers in Human Neuroscience, Frontiers, 2018, 12, ⟨10.3389/fnhum.2018.00440⟩. ⟨hal-01908759⟩
  • Camille Jeunet, Fabien Lotte, Jean-Marie Batail, Pierre Philip, Jean-Arthur Micoulaud-Franchi. Using recent BCI literature to deepen our understanding of clinical neurofeedback: A short review. Neuroscience, Elsevier - International Brain Research Organization, 2018, 378, pp.225-233. ⟨10.1016/j.neuroscience.2018.03.013⟩. ⟨hal-01728767⟩
  • Florian Yger, Maxime Berar, Fabien Lotte. Riemannian approaches in Brain-Computer Interfaces: a review. IEEE Transactions on Neural Systems and Rehabilitation Engineering, Institute of Electrical and Electronics Engineers, 2017. ⟨hal-01394253⟩
  • Martijn Arns, Jean-Marie Batail, Stéphanie Bioulac, Marco Congedo, Christophe Daudet, et al.. Neurofeedback en psychiatrie : une technique du présent ? [Neurofeedback: one of today's techniques in psychiatry?]. L'Encéphale, Elsevier Masson, 2017, 43 (2), pp.135-145. ⟨10.1016/j.encep.2016.11.003⟩. ⟨hal-01415897⟩
  • Stephanie Lees, Natalie Dayan, Hubert Cecotti, Paul Mccullagh, Liam Maguire, et al.. A Review of Rapid Serial Visual Presentation-based Brain-Computer Interfaces. Journal of Neural Engineering, IOP Publishing, 2017, pp.1-39. ⟨10.1088/1741-2552/aa9817⟩. ⟨hal-01657643⟩
  • Thomas Fovet, Jean-Arthur Micoulaud-Franchi, François-Benoît Vialatte, Fabien Lotte, Christophe Daudet, et al.. On assessing neurofeedback effects: should double-blind replace neurophysiological mechanisms?. Brain - A Journal of Neurology , Oxford University Press (OUP), 2017, 140 (10), pp.e63. ⟨10.1093/brain/awx211⟩. ⟨hal-01658935⟩
  • Lorraine Perronnet, Anatole Lécuyer, Marsel Mano, Elise Bannier, Fabien Lotte, et al.. Unimodal Versus Bimodal EEG-fMRI Neurofeedback of a Motor Imagery Task. Frontiers in Human Neuroscience, Frontiers, 2017, 11, ⟨10.3389/fnhum.2017.00193⟩. ⟨hal-01519755⟩
  • Ricardo Chavarriaga, Melanie Fried-Oken, Sonja Kleih, Fabien Lotte, Reinhold Scherer. Heading for new shores! Overcoming pitfalls in BCI design. Brain-Computer Interfaces, Taylor & Francis, 2016. ⟨hal-01415906⟩
  • Jérémy Frey, Aurélien Appriou, Fabien Lotte, Martin Hachet. Classifying EEG Signals during Stereoscopic Visualization to Estimate Visual Comfort. Computational Intelligence and Neuroscience, Hindawi Publishing Corporation, 2016, 2016, ⟨http://www.hindawi.com/journals/cin/⟩. ⟨10.1155/2016/2758103⟩. ⟨hal-01222045⟩
  • Camille Jeunet, Emilie Jahanpour, Fabien Lotte. Why Standard Brain-Computer Interface (BCI) Training Protocols Should be Changed: An Experimental Study. Journal of Neural Engineering, IOP Publishing, 2016. ⟨hal-01302154⟩
  • Camille Jeunet, Bernard N'Kaoua, Fabien Lotte. Advances in User-Training for Mental-Imagery Based BCI Control: Psychological and Cognitive Factors and their Neural Correlates. Progress in brain research, Elsevier, 2016. ⟨hal-01302138v2⟩
  • Jérémy Frey, Martin Hachet, Fabien Lotte. EEG-based neuroergonomics for 3D user interfaces: opportunities and challenges. Le travail humain, Presses Universitaires de France, 2016. ⟨hal-01394254⟩
  • Camille Jeunet, Bernard N'Kaoua, Sriram Subramanian, Martin Hachet, Fabien Lotte. Predicting Mental Imagery-Based BCI Performance from Personality, Cognitive Profile and Neurophysiological Patterns. PLoS ONE, Public Library of Science, 2015, 10 (12), pp.23. ⟨10.1371/journal.pone.0143962⟩. ⟨hal-01177685v2⟩
  • Fabien Lotte. Signal processing approaches to minimize or suppress calibration time in oscillatory activity-based Brain-Computer Interfaces. Proceedings of the IEEE, Institute of Electrical and Electronics Engineers, 2015, 103 (6), pp.871-890. ⟨hal-01159171⟩
  • Fabien Lotte, Jonathan Brumberg, Peter Brunner, Aysegul Gunduz, Anthony Ritaccio, et al.. Electrocorticographic Representations of Segmental Features in Continuous Speech. Frontiers in Human Neuroscience, Frontiers, 2015, 9 (97), pp.27. ⟨10.3389/fnhum.2015.00097⟩. ⟨hal-01159163⟩
  • Jane E. Huggins, Christoph Guger, Brendan Allison, Charles W. Anderson, Aaron Batista, et al.. Workshops of the Fifth International Brain-Computer Interface Meeting: Defining the Future. Brain-Computer Interfaces, Taylor & Francis, 2014, 1 (1), pp.27-49. ⟨hal-00965161⟩
  • Christian Mühl, Camille Jeunet, Fabien Lotte. EEG-based workload estimation across affective contexts. Frontiers in Neuroscience, Frontiers, 2014, 8 (114). ⟨hal-01006511⟩
  • Laurent Bonnet, Fabien Lotte, Anatole Lécuyer. Two Brains, One Game: Design and Evaluation of a Multi-User BCI Video Game Based on Motor Imagery. IEEE Transactions on Computational Intelligence and AI in games, IEEE Computational Intelligence Society, 2013, 5 (2), pp.185-198. ⟨hal-00784886⟩
  • Fabien Lotte. Grâce au numérique, on peut lire dans les pensées. Interstices, INRIA, 2013. ⟨hal-00863574⟩
  • Fabien Lotte, Florian Larrue, Christian Mühl. Flaws in current human training protocols for spontaneous Brain-Computer Interfaces: lessons learned from instructional design. Frontiers in Human Neuroscience, Frontiers, 2013, 7 (568), ⟨http://www.frontiersin.org/human_neuroscience⟩. ⟨10.3389/fnhum.2013.00568⟩. ⟨hal-00862716⟩
  • Jan B.F. Van Erp, Fabien Lotte, Michael Tangermann. Brain-Computer Interfaces: Beyond Medical Applications. Computer -IEEE Computer Society-, IEEE, 2012, 45 (4), pp.26-34. ⟨10.1109/MC.2012.107⟩. ⟨hal-00688344⟩
  • Fabien Lotte. Les Interfaces Cerveau-Ordinateur: Conception et Utilisation en Réalité Virtuelle. Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, Lavoisier, 2012, 31 (3), pp.289-310. ⟨hal-00659822v2⟩
  • Nicolas Brodu, Fabien Lotte, Anatole Lécuyer. Exploring Two Novel Features for EEG-based Brain-Computer Interfaces: Multifractal Cumulants and Predictive Complexity. Neurocomputing, Elsevier, 2012, 79 (1), pp.87-94. ⟨10.1016/j.neucom.2011.10.010⟩. ⟨inria-00632546⟩
  • Fabien Lotte, Cuntai Guan. Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2011, 58 (2), pp.355-362. ⟨inria-00476820v4⟩
  • Fabien Lotte, Aurélien Van Langhenhove, Fabrice Lamarche, Thomas Ernest, Yann Renard, et al.. Exploring Large Virtual Environments by Thoughts using a Brain-Computer Interface based on Motor Imagery and High-Level Commands. Presence: Teleoperators and Virtual Environments, Massachusetts Institute of Technology Press (MIT Press), 2010, 19 (1), pp.54-70. ⟨inria-00445614⟩
  • Yann Renard, Fabien Lotte, Guillaume Gibert, Marco Congedo, Emmanuel Maby, et al.. OpenViBE: An Open-Source Software Platform to Design, Test and Use Brain-Computer Interfaces in Real and Virtual Environments. Presence: Teleoperators and Virtual Environments, Massachusetts Institute of Technology Press (MIT Press), 2010, 19 (1), pp.35-53. ⟨hal-00477153⟩
  • Fabien Lotte, Anatole Lécuyer, Bruno Arnaldi. FuRIA: An inverse Solution based Feature Extraction Algorithm using Fuzzy Set Theory for Brain-Computer Interfaces. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2009, 57 (8), pp.3253-3263. ⟨inria-00368282⟩
  • Fabien Lotte, Anatole Lécuyer, Bruno Arnaldi. FuRIA : un nouvel algorithme d'extraction de caractéristiques pour les interfaces cerveau-ordinateur utilisant modèles inverses et modèles flous. Traitement du Signal, Lavoisier, 2008, pp.15. ⟨inria-00310552⟩
  • Mingjun Zhong, Fabien Lotte, Mark Girolami, Anatole Lécuyer. Classifying EEG for Brain Computer Interfaces Using Gaussian Process. Pattern Recognition Letters, Elsevier, 2008, 29 (3), pp.354-359. ⟨inria-00134966v3⟩
  • Anatole Lécuyer, Fabien Lotte, Richard B. Reilly, Robert Leeb, Michitaka Hirose, et al.. Brain-Computer Interfaces, Virtual Reality, and Videogames. Computer -IEEE Computer Society-, IEEE, 2008, 41 (10), pp.66-72. ⟨hal-00675619⟩
  • Fabien Lotte, Anatole Lécuyer, Fabrice Lamarche, Bruno Arnaldi. Studying the Use of Fuzzy Inference Systems for Motor Imagery Classification. IEEE Transactions on Neural Systems and Rehabilitation Engineering, Institute of Electrical and Electronics Engineers, 2007, 15 (2), pp.322-324. ⟨inria-00134958v2⟩
  • Fabien Lotte, Marco Congedo, Anatole Lécuyer, Fabrice Lamarche, Bruno Arnaldi. A review of classification algorithms for EEG-based brain–computer interfaces. Journal of Neural Engineering, IOP Publishing, 2007, 4, pp.24. ⟨inria-00134950⟩
  • Marco Congedo, Fabien Lotte, Anatole Lécuyer. Classification of movement intention by spatially filtered electromagnetic inverse solutions. Physics in Medicine and Biology, IOP Publishing, 2006, 51, pp.1971-1989. ⟨10.1088/0031-9155/51/8/002⟩. ⟨inria-00134948⟩

Conference papers58 documents

  • Camille Benaroch, Camille Jeunet, Fabien Lotte. Are users' traits informative enough to predict/explain their mental-imagery based BCI performances ?. 8th Graz BCI Conference 2019, Sep 2019, Graz, Austria. ⟨hal-02111581⟩
  • Aline Roc, Léa Pillette, Bernard N'Kaoua, Fabien Lotte. Would Motor-Imagery based BCI user training benefit from more women experimenters?. 8th Graz Brain-Computer Interface Conference 2019, Sep 2019, Graz, Austria. ⟨hal-02128898⟩
  • Satyam Kumar, Florian Yger, Fabien Lotte. Towards Adaptive Classification using Riemannian Geometry approaches in Brain-Computer Interfaces. BCI 2019 - IEEE International Winter Conference on Brain-Computer Interfaces, Feb 2019, Jeonseong, South Korea. ⟨hal-01924646⟩
  • 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. Graz BCI Conference - 8th Graz Brain-Computer Interface Conference 2019, Sep 2019, Graz, Austria. ⟨hal-02130755⟩
  • Aline Roc, Léa Pillette, Fabien Lotte. Toward understanding the influence of the experimenter on BCI performance. Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2018), Apr 2018, Toulouse, France. ⟨hal-01763019⟩
  • Frédéric Dehais, Alban Duprès, Sébastien Scannella, Fabien Lotte, Raphaëlle Roy. Monitoring auditory attention with a 6 dry-electrode EEG system in real flight conditions. 2nd International Neuroergonomics conference, Jul 2018, Philadelphia, United States. ⟨hal-01849104⟩
  • Li Zhu, Fabien Lotte, Gaochao Cui, Junhua Li, Changle Zhou, et al.. Neural Mechanisms of Social Emotion Perception: An EEG Hyper-scanning Study. Cyberworlds 2018, Oct 2018, Singapore, Singapore. ⟨hal-01863881⟩
  • Aurélien Appriou, Andrzej Cichocki, Fabien Lotte. Towards Robust Neuroadaptive HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals. ACM CHI Conference on Human Factors in Computing Systems - Extended Abstracts (Late Breaking Work), Apr 2018, Montreal, Canada. ⟨10.1145/3170427.3188617⟩. ⟨hal-01849055⟩
  • Léa Pillette, Camille Jeunet, Roger N'Kambou, Bernard N'Kaoua, Fabien Lotte. Towards Artificial Learning Companions for Mental Imagery-based Brain-Computer Interfaces. WACAI 2018 - Workshop sur les “Affects, Compagnons Artificiels et Interactions”, Jun 2018, Ile de Porquerolles, France. pp.1-8. ⟨hal-01762612v2⟩
  • Léa Pillette, Camille Jeunet, Boris Mansencal, Roger N 'Kambou, Bernard N 'Kaoua, et al.. PEANUT: Personalised Emotional Agent for Neurotechnology User-Training. 7th International BCI Conference, Sep 2017, Graz, Austria. ⟨hal-01519480⟩
  • Jelena Mladenović, Mateus Joffily, Jérémy Frey, Fabien Lotte, Jérémie Mattout. Endowing the Machine with Active Inference: A Generic Framework to Implement Adaptive BCI. NeuroAdaptive Technology Conference '17, Jul 2017, Berlin, Germany. ⟨hal-01527752⟩
  • Jérémy Frey, Renaud Gervais, Thibault Lainé, Maxime Duluc, Hugo Germain, et al.. Scientific Outreach with Teegi, a Tangible EEG Interface to Talk about Neurotechnologies. CHI '17 Interactivity - SIGCHI Conference on Human Factors in Computing System, May 2017, Denver, United States. ⟨10.1145/3027063.3052971⟩. ⟨hal-01484574⟩
  • Andreas Meinel, Fabien Lotte, Michael Tangermann. Tikhonov Regularization Enhances EEG-based Spatial Filtering for Single Trial Regression. 2017 - 7th International Brain-Computer Interface Conference, Sep 2017, Graz, Austria. pp.1-6. ⟨hal-01655755v2⟩
  • 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 . 7th International BCI Conference, Sep 2017, Graz, Austria. ⟨hal-01519478⟩
  • Jelena Mladenović, Jérémy Frey, Manon Bonnet-Save, Jérémie Mattout, Fabien Lotte. The Impact of Flow in an EEG-based Brain Computer Interface. 7th International BCI Conference, Sep 2017, Graz, Austria. ⟨hal-01527748⟩
  • Camille Jeunet, Bernard N'Kaoua, Fabien Lotte. Towards a cognitive model of MI-BCI user training . International Graz BCI Conference , Sep 2017, Graz, Austria. ⟨hal-01519476⟩
  • Jérémy Frey, Martin Hachet, Fabien Lotte. Recent advances in EEG-based neuroergonomics for Human-Computer Interaction. 1st International Neuroergonomics conference, Oct 2016, Paris, France. ⟨hal-01394255⟩
  • 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. IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016) , Oct 2016, Budapest, Hungary. pp.6. ⟨hal-01341042⟩
  • Jérémy Frey, Maxime Daniel, Julien Castet, Martin Hachet, Fabien Lotte. Framework for Electroencephalography-based Evaluation of User Experience. CHI '16 - SIGCHI Conference on Human Factors in Computing System, May 2016, San Jose, United States. ⟨10.1145/2858036.2858525⟩. ⟨hal-01251014⟩
  • Renaud Gervais, Jérémy Frey, Alexis Gay, Fabien Lotte, Martin Hachet. TOBE: Tangible Out-of-Body Experience. TEI ’16 - Tangible, Embedded and Embodied Interaction., Feb 2016, Eindhoven, Netherlands. ⟨10.1145/2839462.2839486⟩. ⟨hal-01215499⟩
  • Camille Jeunet, Bernard N'Kaoua, Martin Hachet, Fabien Lotte. Predicting Mental-Imagery Based Brain-Computer Interface Performance from Psychometric Questionnaires. womENcourage, Sep 2015, Uppsala, Sweden. ⟨hal-01162415⟩
  • Jérémy Frey, Aurélien Appriou, Fabien Lotte, Martin Hachet. Estimating Visual Comfort in Stereoscopic Displays Using Electroencephalography: A Proof-of-Concept. 15th Human-Computer Interaction (INTERACT), Sep 2015, Bamberg, Germany. pp.354-362, ⟨10.1007/978-3-319-22723-8_28 ⟩. ⟨hal-01157890⟩
  • Camille Jeunet, Chi Vi, Daniel Spelmezan, Bernard N'Kaoua, Fabien Lotte, et al.. Continuous Tactile Feedback for Motor-Imagery based Brain-Computer Interaction in a Multitasking Context. 15th Human-Computer Interaction (INTERACT), Sep 2015, Bamberg, Germany. pp.488-505, ⟨10.1007/978-3-319-22701-6_36⟩. ⟨hal-01159146⟩
  • Nishida Toyoaki, Abe Masakazu, Ookaki Takashi, Lala Divesh, Sutasinee Thovuttikul, et al.. Synthetic Evidential Study as Augmented Collective Thought Process -- Preliminary Report. ACIIDS, Mar 2015, Bali, France. ⟨hal-01099742⟩
  • Toyoaki Nishida, Masakazu Abe, Takashi Ookaki, Divesh Lala, Sutasinee Thovuttikul, et al.. Synthetic Evidential Study as Augmented Collective Thought Process − Preliminary Report. ACIIDS 2015 - 7th Asian Conference on Intelligent Information and Database Systems, Mar 2015, Bali, Indonesia. pp.13-22, ⟨10.1007/978-3-319-15702-3_2⟩. ⟨hal-01695718⟩
  • Julia Schumacher, Camille Jeunet, Fabien Lotte. Towards Explanatory Feedback for User Training in Brain–Computer Interfaces. IEEE International Conference on Systems Man & Cybernetics (IEEE SMC), Oct 2015, Hong-Kong, China. ⟨hal-01179329⟩
  • Florian Yger, Fabien Lotte, Masashi Sugiyama. Averaging Covariance Matrices for EEG Signal Classification based on the CSP: an Empirical Study. EUSIPCO 2015, Aug 2015, Nice, France. ⟨hal-01182728⟩
  • Dennis Wobrock, Jérémy Frey, Delphine Graeff, Jean-Baptiste de La Rivière, Julien Castet, et al.. Continuous Mental Effort Evaluation during 3D Object Manipulation Tasks based on Brain and Physiological Signals. 15th Human-Computer Interaction (INTERACT), Sep 2015, Bamberg, Germany. pp.472-487, ⟨10.1007/978-3-319-22668-2_35⟩. ⟨hal-01157896⟩
  • Fabien Lotte, Camille Jeunet. Towards Improved BCI based on Human Learning Principles. 3rd International Winter Conference on Brain-Computer Interfaces, Jan 2015, High1 Resort, South Korea. ⟨hal-01111843⟩
  • Camille Jeunet, Alison Cellard, Sriram Subramanian, Martin Hachet, Bernard N'Kaoua, et al.. How Well Can We Learn With Standard BCI Training Approaches? A Pilot Study.. 6th International Brain-Computer Interface Conference, Sep 2014, Graz, Austria. ⟨hal-01052692⟩
  • Camille Jeunet, Christian Mühl, Fabien Lotte. Design and Validation of a Mental and Social Stress Induction Protocol Towards Load-Invariant Physiology-Based Detection. International Conference on Physiological Computing Systems, Jan 2014, Lisbonne, Portugal. ⟨hal-00879966⟩
  • Jérémy Frey, Léonard Pommereau, Fabien Lotte, Martin Hachet. Assessing the Zone of Comfort in Stereoscopic Displays using EEG. CHI '14 Extended Abstracts on Human Factors in Computing Systems, Apr 2014, Toronto, Canada. pp.2041-2046, ⟨10.1145/2559206.2581191⟩. ⟨hal-00982782⟩
  • 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. IEEE Virtual Reality (VR), Mar 2014, Minneapolis, United States. ⟨hal-01052681⟩
  • Nicoletta Caramia, Fabien Lotte, Stefano Ramat. Optimizing spatial filter pairs for EEG classification based on phase synchronization. International Conference on Audio, Speech and Signal Processing (ICASSP'2014), May 2014, Florence, Italy. ⟨hal-01053189⟩
  • Jérémy Frey, Christian Mühl, Fabien Lotte, Martin Hachet. Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction. PhyCS - International Conference on Physiological Computing Systems, Jan 2014, Lisbonne, Portugal. ⟨10.5220/0004708102140223⟩. ⟨hal-00881756⟩
  • Jérémy Frey, Renaud Gervais, Stéphanie Fleck, Fabien Lotte, Martin Hachet. Teegi: Tangible EEG Interface. UIST-ACM User Interface Software and Technology Symposium, Oct 2014, Honolulu, United States. ⟨10.1145/2642918.2647368⟩. ⟨hal-01025621⟩
  • Fabien Lotte, Florian Larrue, Martin Hachet. BCI Research at Inria Bordeaux: making BCI designs usable outside the lab. International BCI meeting, Jun 2013, Asilomar, United States. ⟨hal-00802403⟩
  • Pierre Cutellic, Fabien Lotte. Augmented Iterations: Integrating Neural Activity in Evolutionary Computation for Design. eCAADe 2013, Sep 2013, Delft, Netherlands. ⟨hal-00843050⟩
  • Jérémy Laviole, Fabien Lotte, Martin Hachet. Digitally assisted stereo drawing. The 3rd Dimension of CHI (3DCHI) - Workshop at CHI 2012, May 2012, Austin, United States. ⟨hal-00671361v2⟩
  • Florian Larrue, Hélène Sauzeon, Lioubov Aguilova, Fabien Lotte, Martin Hachet, et al.. Brain Computer Interface Vs Walking Interface in VR: The Impact of Motor Activity on Spatial Transfer. ACM symposium on Virtual Reality Software and Technology (VRST'2012), Dec 2012, Toronto, Canada. pp.113-120, ⟨10.1145/2407336.2407359⟩. ⟨hal-00743522⟩
  • Fabien Lotte. On the need for alternative feedback training approaches for BCI. Berlin Brain-Computer Interface Workshop, Sep 2012, Berlin, Germany. ⟨hal-00834391⟩
  • Fabien Lotte. A new feature and associated optimal spatial filter for EEG signal classification: Waveform Length. International Conference on Pattern Recognition (ICPR), Nov 2012, Tsukuba, Japan. ⟨hal-00717617⟩
  • 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. International Conference of the IEEE EMBS, Aug 2011, Boston, United States. ⟨inria-00634549⟩
  • Nicolas Brodu, Fabien Lotte, Anatole Lécuyer. Comparative Study of Band-Power Extraction Techniques for Motor Imagery Classification. IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (SSCI'2011 CCMB), Apr 2011, Paris, France. pp.1-6, ⟨10.1109/CCMB.2011.5952105⟩. ⟨inria-00609161⟩
  • Fabien Lotte. Generating Artificial EEG Signals To Reduce BCI Calibration Time. 5th International Brain-Computer Interface Workshop, Sep 2011, Graz, Austria. pp.176-179. ⟨inria-00599325⟩
  • Fabien Lotte. Brain-Computer Interfaces for 3D Games: Hype or Hope?. Foundations of Digital Games (FDG'2011), Jun 2011, Bordeaux, France. pp.325-327. ⟨inria-00591574⟩
  • Fabien Lotte, Cuntai Guan. Learning from other Subjects Helps Reducing Brain-Computer Interface Calibration Time. International Conference on Audio Speech and Signal Processing (ICASSP), Mar 2010, Dallas, United States. pp.614-617. ⟨inria-00441670⟩
  • Fabien Lotte, Cuntai Guan. Spatially Regularized Common Spatial Patterns for EEG Classification. International Conference on Pattern Recognition (ICPR), Aug 2010, Istanbul, Turkey. pp.3712-3715. ⟨inria-00447435v3⟩
  • Fabien Lotte, Junya Fujisawa, Hideaki Touyama, Rika Ito, Hirose Michitaka, et al.. Towards Ambulatory Brain-Computer Interfaces: A Pilot Study with P300 Signals. 5th Advances in Computer Entertainment Technology Conference (ACE), 2009, Athens, Greece. pp.336-339. ⟨inria-00411284⟩
  • Fabien Lotte, Cuntai Guan, Ang Kai Keng. Comparison of Designs Towards a Subject-Independent Brain-Computer Interface based on Motor Imagery. 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'09), Sep 2009, Minneapolis, United States. pp.4543-4546. ⟨inria-00396399⟩
  • Fabien Lotte, Cuntai Guan. An Efficient P300-based Brain-Computer Interface with Minimal Calibration Time. Assistive Machine Learning for People with Disabilities symposium (NIPS'09 Symposium), Dec 2009, Vancouver, Canada. ⟨inria-00430563⟩
  • Fabien Lotte, Harold Mouchère, Anatole Lécuyer. Pattern Rejection Strategies for the Design of Self-Paced EEG-based Brain-Computer Interfaces. International Conference on Pattern Recognition, Dec 2008, Tampa, United States. ⟨inria-00310878⟩
  • Fabien Lotte, Yann Renard, Anatole Lécuyer. Self-Paced Brain-Computer Interaction with Virtual Worlds: A Quantitative and Qualitative Study “Out of the Lab”. 4th international Brain Computer Interface Workshop and Training Course, Graz University of Technology, Sep 2008, Graz, Austria. ⟨inria-00304340⟩
  • Fabien Lotte, Anatole Lécuyer, Bruno Arnaldi. Les Interfaces Cerveau-Ordinateur : Utilisation en Robotique et Avancées Récentes. Journées Nationales de le Recherche en Robotique, Oct 2007, Obernai, France. ⟨inria-00180165v2⟩
  • Fabien Lotte, Anatole Lécuyer, Bruno Arnaldi. FuRIA : un nouvel algorithme d'extraction de caractéristiques pour les interfaces cerveau-ordinateur utilisant modèles inverses et modèles flous. 21ème colloque GRETSI, Sep 2007, Troyes, France. ⟨inria-00134971v3⟩
  • Fabien Lotte, Anatole Lécuyer, Bruno Arnaldi. FuRIA: A Novel Feature Extraction Algorithm for Brain-Computer Interfaces using Inverse Models and Fuzzy Regions of Interest. 3rd IEEE-EMBS international conference on neural engineering, May 2007, Hawaii - Kohala Coast, United States. ⟨inria-00134961⟩
  • Fabien Lotte, Anatole Lécuyer, Yann Renard, Fabrice Lamarche, Bruno Arnaldi. Classification de Données Cérébrales par Système d'Inférence Flou pour l'Utilisation d'Interfaces Cerveau-Ordinateur en Réalité Virtuelle. 1ères journées de l'AFRV, Nov 2006, Paris, France. ⟨inria-00134956⟩
  • Fabien Lotte. The Use of Fuzzy Inference Systems for Classification in EEG-based Brain-Computer Interfaces. 3rd International Brain-Computer Interfaces Workshop and Training Course, Sep 2006, Graz, Austria. ⟨inria-00134951⟩

Poster communications18 documents

  • Aline Roc, Léa Pillette, Bernard N'Kaoua, Fabien Lotte. Do experimenters have an influence on MI-BCI user training?. Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2019), Mar 2019, Lille, France. ⟨hal-02095113⟩
  • Léa Pillette, Bertrand Glize, Bernard N'Kaoua, Pierre-Alain Joseph, Camille Jeunet, et al.. Impact of MI-BCI feedback for post-stroke and neurotypical people. Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2019), Mar 2019, Lille, France. ⟨hal-02095124⟩
  • Léa Pillette, Andrzej Cichocki, Bernard N'Kaoua, Fabien Lotte. Toward distinguishing the different types of attention using EEG signals . Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2018), Apr 2018, Toulouse, France. ⟨hal-01762978⟩
  • Léa Pillette, Aurélien Appriou, Andrzej Cichocki, Bernard N'Kaoua, Fabien Lotte. Classification of attention types in EEG signals. 7th International BCI Meeting, May 2018, Asilomar, United States. ⟨hal-01762946⟩
  • Camille Benaroch, Camille Jeunet, Fabien Lotte. Using computational modelling to better understand and predict Mental-Imagery based BCI (MI-BCI) users' performance. Journées CORTICO 2018 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, Apr 2018, Toulouse, France. ⟨hal-01847280⟩
  • Fabien Lotte, Andrzej Cichocki. Can transfer learning across motor tasks improve motor imagery BCI?. International BCI Meeting 2018, May 2018, Monterey, United States. ⟨hal-01762585⟩
  • Thibaut Monseigne, Fabien Lotte, Stéphanie Bioulac, Jacques Taillard, Pierre Philip, et al.. Mise en place d’une solution de Neurofeedback pour lutter contre la somnolence diurne excessive.. Le Congrès du Sommeil, Nov 2018, Lille, France. ⟨https://www.lecongresdusommeil.com/⟩. ⟨hal-01947700⟩
  • Jelena Mladenović, Jérémy Frey, Emmanuel Maby, Mateus Joffily, Fabien Lotte, et al.. Active Inference for Adaptive BCI: application to the P300 Speller. International BCI meeting, May 2018, Asilomar, United States. 2018, ⟨http://bcisociety.org/⟩. ⟨hal-01796754⟩
  • Aurélien Appriou, Léa Pillette, Andrzej Cichocki, Fabien Lotte. BCPy, an open-source python platform for offline EEG signals decoding and analysis. Interntional BCI Meeting, May 2018, Pacific Grove, United States. ⟨hal-01849072⟩
  • Aurélien Appriou, Fabien Lotte. Analysis and classification of learning-related mental states in EEG signals. Journée des Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON), Apr 2018, Toulouse, France. ⟨hal-01849077⟩
  • Fabien Lotte, Andrzej Cichocki. What are the best motor tasks to use and calibrate SensoriMotor Rhythm Neurofeedback and Brain-Computer Interfaces? A preliminary case study. rtFIN 2017 - Real-time functional Imaging and Neurofeedback conference, Nov 2017, Nara, Japan. pp.1-2, ⟨http://rtfin2017.atr.jp/⟩. ⟨hal-01656745⟩
  • Jelena Mladenovic, Jérémie Mattout, Fabien Lotte. Exploring adaptive BCI methods to favour user learning and flow state. Journée Jeunes Chercheurs en Interfaces Cerveau Ordinateur et Neurofeedback (JJC-ICON), Jun 2017, Bordeaux, France. ⟨hal-01542513⟩
  • Lorraine Perronnet, Anatole Lécuyer, Marsel Mano, Elise Bannier, Fabien Lotte, et al.. EEG-fMRI neurofeedback of a motor imagery task. Organization for Human Brain Mapping, Jun 2016, Genève, Switzerland. ⟨hal-01426182⟩
  • Camille Jeunet, Fabien Lotte, Martin Hachet, Sriram Subramanian, Bernard N'Kaoua. Spatial Abilities Play a Major Role in BCI Performance. 6th International BCI Meeting, May 2016, Asilomar, United States. 2016. ⟨hal-01285369⟩
  • Camille Jeunet, Bernard N'Kaoua, Roger N'Kambou, Fabien Lotte. Why and How to Use Intelligent Tutoring Systems to Adapt MI-BCI Training to Each User. 6th International BCI Meeting, May 2016, Asilomar, United States. 2016. ⟨hal-01285365⟩
  • Christian Mühl, Reinhold Scherer, Anatole Lécuyer, Lorraine Perronnet, Moritz Grosse-Wentrup, et al.. Which factors drive successful BCI skill learning?. 6th International BCI conference, Sep 2014, Graz, Austria. ⟨hal-01089480⟩
  • Camille Jeunet, Fabien Lotte, Martin Hachet, Bernard N'Kaoua. Impact of Cognitive And Personality Profiles On Motor-Imagery Based Brain-Computer Interface-Controlling Performance. 17th World Congress of Psychophysiology (IOP2014), Sep 2014, Hiroshima, Japan. ⟨hal-01088811v2⟩
  • Camille Jeunet, Christian Mühl, Fabien Lotte. Conception et validation d'un protocole pour induire du stress et le mesurer dans des signaux physiologiques. 25ème conférence francophone sur l'Interaction Homme-Machine, IHM'13, Nov 2013, Bordeaux, France. ⟨hal-00879588⟩

Documents associated with scientific events1 document

  • Fabien Lotte, Andrzej Cichocki. Improving EEG Neurofeedback with Advanced Machine Learning and Signal Processing tools from Brain-Computer Interfaces Research. rtFIN 2017 - real-time Functional Imaging and Neurofeedback conference, Nov 2017, Nara, Japan. pp.1-2. ⟨hal-01656747⟩

Books1 document

  • Maureen Clerc, Laurent Bougrain, Fabien Lotte. Brain-Computer Interfaces 1: Foundations and Methods. Maureen Clerc; Laurent Bougrain; Fabien Lotte. Wiley-ISTE, 2016, Maureen Clerc, 978-1-84821-826-0. ⟨hal-01408991⟩

Book sections20 documents

  • Fabien Lotte, Raphaëlle Roy. Brain–Computer Interface Contributions to Neuroergonomics. Neuroergonomics: The Brain at Work and in Everyday Life, Elsevier, pp.43-48, 2019. ⟨hal-01946095⟩
  • Caroline Baillard, Philippe Guillotel, Anatole Lécuyer, Fabien Lotte, Nicolas Mollet, et al.. Scientific and Technical Prospects. Virtual Reality and Augmented Reality: Myths and Realities, John Wiley & Sons, Inc., pp.247-288, 2018, 9781786301055. ⟨10.1002/9781119341031.ch5⟩. ⟨hal-01946504⟩
  • Fabien Lotte, Chang S. Nam, Anton Nijholt. Introduction: Evolution of Brain-Computer Interfaces. Chang S. Nam; Anton Nijholt; Fabien Lotte. Brain-Computer Interfaces Handbook: Technological and Theoretical Advance, Taylor & Francis (CRC Press), pp.1-11, 2018, 9781498773430. ⟨hal-01656743⟩
  • Camille Jeunet, Stefan Debener, Fabien Lotte, Jeremie Mattout, Reinhold Scherer, et al.. Mind the Traps! Design Guidelines for Rigorous BCI Experiments. Chang S. Nam; Anton Nijholt; Fabien Lotte. Brain–Computer Interfaces Handbook: Technological and Theoretical Advances, CRC Press pp.1-33, 2018, 9781498773430. ⟨hal-01620186⟩
  • Fabien Lotte, Camille Jeunet, Jelena Mladenović, Bernard N'Kaoua, Léa Pillette. A BCI challenge for the signal processing community: considering the user in the loop. Signal Processing and Machine Learning for Brain-Machine Interfaces, IET, pp.1-33, 2018, 978-1-78561-398-2. ⟨https://www.theiet.org/resources/books/control/brain-machine-interface.cfm⟩. ⟨hal-01762573v2⟩
  • Jelena Mladenović, Jérémie Mattout, Fabien Lotte. A generic framework for adaptive EEG-based BCI training and operation. Chang S. Nam; Anton Nijholt; Fabien Lotte. Brain-Computer Interfaces Handbook: Technological and Theoretical Advances, 1, CRC Press: Taylor & Francis Group, 2017, Brain-Computer Interfaces Handbook: Technological and Theoretical Advances, 9781498773430. ⟨hal-01542504⟩
  • Maureen Clerc, Laurent Bougrain, Fabien Lotte. Introduction. Maureen Clerc; Laurent Bougrain; Fabien Lotte. Brain-Computer Interfaces 1, Wiley-ISTE, 2016, 978-1-84821-826-0. ⟨hal-01409001⟩
  • Maureen Clerc, Laurent Bougrain, Fabien Lotte. Conclusion and Perspectives. Brain-Computer Interfaces 2, Wiley-ISTE, 2016, 978-1-84821-963-2. ⟨hal-01409032⟩
  • Lorraine Perronnet, Anatole Lécuyer, Fabien Lotte, Maureen Clerc, Christian Barillot. Entraîner son cerveau avec le neurofeedback. Maureen Clerc; Laurent Bougrain; Fabien Lotte. Les interfaces cerveau-ordinateur 1, ISTE editions, pp.277-292, 2016, 978-1-78406-147-0. ⟨hal-01413408⟩
  • Lorraine Perronnet, Anatole Lécuyer, Fabien Lotte, Maureen Clerc, Christian Barillot. Brain training with neurofeedback. Brain-Computer Interfaces 1, Wiley-ISTE, 2016. ⟨hal-01413424⟩
  • Maureen Clerc, Laurent Bougrain, Fabien Lotte. Conclusion et perspectives. Les interfaces cerveau-ordinateur 2, ISTE, 2016, 978-1-78405-148-8. ⟨hal-01408972⟩
  • Camille Jeunet, Fabien Lotte, Bernard N'Kaoua. Apprentissage humain pour les interfaces cerveau-ordinateur. Wiley; ISTE. Les Interfaces Cerveau-Ordinateur , 1, 2016, Fondements & Méthodes. ⟨hal-01414106⟩
  • Fabien Lotte, Alison Cellard. Illustration de phénomènes électrophysiologiques avec OpenViBE. Maureen Clerc; Laurent Bougrain; Fabien Lotte. Les Interfaces Cerveau-Ordinateur 2 : technologie et applications, ISTE-Wiley, 2016. ⟨hal-01417017⟩
  • Maureen Clerc, Laurent Bougrain, Fabien Lotte. Introduction. Maureen Clerc; Laurent Bougrain; Fabien Lotte. Les interfaces cerveau-ordinateur 1, ISTE, 2016, Fondements et méthodes, 978-1-78405-148-8. ⟨hal-01402594⟩
  • Anton Andreev, Alexandre Barachant, Fabien Lotte, Marco Congedo. Recreational Applications of OpenViBE: Brain Invaders and Use-the-Force. Maureen Clerc; Laurent Bougrai; Fabien Lotte. Brain-Computer Interfaces 2: Technology and Applications, chap. 14, John Wiley; Sons, pp.241-257, 2016, 978-1-84821-963-2. ⟨hal-01366873⟩
  • Fabien Lotte, Marco Congedo. Extraction de Caractéristiques du signal EEG. Maureen Clerc; Laurent Bougrain; Fabien Lotte. Les Interfaces Cerveau-Ordinateur 1 : fondements et méthodes, ISTE-Wiley, 2016. ⟨hal-01417027⟩
  • Emilie Loup-Escande, Fabien Lotte, Guillaume Loup, Anatole Lécuyer. User-Centred BCI Videogame Design. R. Nakatsu and M. Rauterberg and P. Ciancarini. Handbook of Digital Games and Entertainment Technologies, Springer, 2015, ⟨10.1007/978-981-4560-52-8_3-1⟩. ⟨hal-01230571⟩
  • Fabien Lotte, Laurent Bougrain, Maureen Clerc. Electroencephalography (EEG)-based Brain-Computer Interfaces. Wiley Encyclopedia of Electrical and Electronics Engineering, Wiley, pp.44, 2015, ⟨10.1002/047134608X.W8278⟩. ⟨hal-01167515⟩
  • Fabien Lotte. A Tutorial on EEG Signal Processing Techniques for Mental State Recognition in Brain-Computer Interfaces. Eduardo Reck Miranda; Julien Castet. Guide to Brain-Computer Music Interfacing, Springer, 2014. ⟨hal-01055103⟩
  • Fabien Lotte, Josef Faller, Christoph Guger, Yann Renard, Gert Pfurtscheller, et al.. Combining BCI with Virtual Reality: Towards New Applications and Improved BCI. Allison, Brendan Z. and Dunne, Stephen and Leeb, Robert and Millán, José Del R. and Nijholt, Anton. Towards Practical Brain-Computer Interfaces:, Springer, 2013. ⟨hal-00735932⟩

Directions of work or proceedings5 documents

  • Chang S. Nam, Anton Nijholt, Fabien Lotte. Brain-Computer Interfaces Handbook: Technological and Theoretical Advance. France. CRC Press, pp.746, 2018, 9781498773430. ⟨hal-01655819⟩
  • Maureen Clerc, Laurent Bougrain, Fabien Lotte. Brain-Computer Interfaces 2: Technology and Applications. Maureen Clerc; Laurent Bougrain; Fabien Lotte. France. Wiley-ISTE, 2016. ⟨hal-01408998⟩
  • Maureen Clerc, Laurent Bougrain, Fabien Lotte. Les interfaces Cerveau-Ordinateur 1 : Fondements et méthodes. Maureen Clerc; Laurent Bougrain; Fabien Lotte. France. ISTE, 2016, 978-1-78405-147-1. ⟨hal-01402539⟩
  • Maureen Clerc, Laurent Bougrain, Fabien Lotte. Les interfaces cerveau-ordinateur 2 : Technologie et applications. Maureen Clerc; Laurent Bougrain; Fabien Lotte. France. ISTE, 2016, 978-1-78405-148-8. ⟨hal-01402544⟩
  • Damien Coyle, Jose Principe, Fabien Lotte, Anton Nijholt. Guest Editorial: Brain/Neuronal-Computer Game Interfaces and Interaction. Damien Coyle and Jose Principe and Fabien Lotte and Anton Nijholt. IEEE Transactions on Computational Intelligence and AI in games, IEEE, pp.77-81, 2013. ⟨hal-00843602⟩

Patents1 document

  • Anatole Lécuyer, Jonathan Mercier-Ganady, Fabien Lotte, Maud Marchal. Système d'affichage de données caractérisant l'activité cérébrale d'un individu, procédé et programme d'ordinateur associé. France, N° de brevet: 13/63180. 2013. ⟨hal-01058965⟩

Preprints, Working Papers, ...1 document

  • Fabien Lotte, Anatole Lécuyer, Cuntai Guan. Towards a Fully Interpretable EEG-based BCI System. 2010. ⟨inria-00504658⟩

Reports1 document

  • Baptiste Caramiaux, Fabien Lotte, Joost Geurts, Giuseppe Amato, Malte Behrmann, et al.. AI in the media and creative industries. [Research Report] New European Media (NEM). 2019, pp.1-35. ⟨hal-02125504⟩

Theses1 document

  • Fabien Lotte. Study of Electroencephalographic Signal Processing and Classification Techniques towards the use of Brain-Computer Interfaces in Virtual Reality Applications. Human-Computer Interaction [cs.HC]. INSA de Rennes, 2008. English. ⟨tel-00356346v2⟩

Habilitation à diriger des recherches1 document

  • Fabien Lotte. Towards Usable Electroencephalography-based Brain-Computer Interfaces. Computer Science [cs]. Univ. Bordeaux, 2016. ⟨tel-01416980⟩

Lectures1 document

  • Jérémy Frey, Camille Jeunet, Jelena Mladenovic, Léa Pillette, Fabien Lotte. When HCI Meets Neurotechnologies: What You Should Know about Brain-Computer Interfaces. 3rd cycle. ACM Conference on Human Factors in Computing Systems (CHI 2017), Denver, United States. 2017. ⟨cel-01418705⟩