Fabien Lotte

234

Documents

Publications

	Large scale investigation of the effect of gender on mu rhythm suppression in motor imagery brain-computer interfaces Valentina Gamboa von Groll , Nikki Leeuwis , Sébastien Rimbert , Aline Roc , Léa Pillette Brain-Computer Interfaces, 2024, pp.1-11. ⟨10.1080/2326263X.2024.2345449⟩ Journal articles hal-04674047v1
	Open science to support replicability in neuroergonomic research Klaus Gramann , Fabien Lotte , Frederic Dehais , Hasan Ayaz , Mathias Vukelić Frontiers in Neuroergonomics, 2024, 5, pp.1459204. ⟨10.3389/fnrgo.2024.1459204⟩ Journal articles hal-04721878v1
	Ecological decoding of visual aesthetic preference with oscillatory electroencephalogram features—A mini-review Marc Welter , Fabien Lotte Frontiers in Neuroergonomics, 2024, 5, ⟨10.3389/fnrgo.2024.1341790⟩ Journal articles hal-04494654v1
	Modeling complex EEG data distribution on the Riemannian manifold toward outlier detection and multimodal classification Maria Sayu Yamamoto , Khadijeh Sadatnejad , Toshihisa Tanaka , Md Rabiul Islam , Frédéric Dehais IEEE Transactions on Biomedical Engineering, In press, ⟨10.1109/TBME.2023.3295769⟩ Journal articles hal-04181396v1
	A large EEG database with users’ profile information for motor imagery brain-computer interface research Pauline Dreyer , Aline Roc , Léa Pillette , Sébastien Rimbert , Fabien Lotte Scientific Data , 2023, 10 (1), pp.580. ⟨10.1038/s41597-023-02445-z⟩ Journal articles hal-04197139v1
	When should MI-BCI feature optimization include prior knowledge, and which one? Camille Benaroch , Maria Sayu Yamamoto , Aline Roc , Pauline Dreyer , Camille Jeunet Brain-Computer Interfaces, 2022, 9 (2), pp.115-128. ⟨10.1080/2326263X.2022.2033073⟩ Journal articles hal-03920680v1
	Riemannian channel selection for BCI with between-session non-stationarity reduction capabilities Khadijeh Sadatnejad , Fabien Lotte IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, pp.10. ⟨10.1109/TNSRE.2022.3167262⟩ Journal articles hal-03654590v1
	Retrospective on the First Passive Brain-Computer Interface Competition on Cross-Session Workload Estimation Raphaëlle N Roy , Marcel F Hinss , Ludovic Darmet , Simon Ladouce , Emilie S Jahanpour Frontiers in Neuroergonomics, 2022, 3, ⟨10.3389/fnrgo.2022.838342⟩ Journal articles hal-03875469v1
	Editorial: Long Term User Training and Preparation to Succeed in a Closed-Loop BCI Competition Gernot R Müller-Putz , Damien Coyle , Fabien Lotte , Jing Jin , David Steyrl Frontiers in Human Neuroscience, 2022, 16, ⟨10.3389/fnhum.2022.869700⟩ Journal articles hal-03875498v1
	Experimenters Influence on Mental-Imagery based Brain-Computer Interface User Training Léa Pillette , Aline Roc , Bernard N'Kaoua , Fabien Lotte International Journal of Human-Computer Studies, 2021, pp.102603. ⟨10.1016/j.ijhcs.2021.102603⟩ Journal articles hal-03142448v1
	A review of user training methods in brain computer interfaces based on mental tasks Aline Roc , Léa Pillette , Jelena Mladenović , Camille Benaroch , Bernard N'Kaoua Journal of Neural Engineering, 2021, 18 (1), ⟨10.1088/1741-2552/abca17⟩ Journal articles hal-03009841v1
	Long-Term BCI Training of a Tetraplegic User: Adaptive Riemannian Classifiers and User Training Camille Benaroch , Khadijeh Sadatnejad , Aline Roc , Aurélien Appriou , Thibaut Monseigne Frontiers in Human Neuroscience, 2021, 15, ⟨10.3389/fnhum.2021.635653⟩ Journal articles hal-03175115v1
	Multi-Session Influence of Two Modalities of Feedback and Their Order of Presentation on MI-BCI User Training Léa Pillette , Bernard N’kaoua , Romain Sabau , Bertrand Glize , Fabien Lotte Multimodal Technologies and Interaction, 2021, 5 (3), pp.12. ⟨10.3390/mti5030012⟩ Journal articles hal-03175123v1
	BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification Aurélien Appriou , Léa Pillette , David Trocellier , Dan Dutartre , Andrzej Cichocki Sensors, 2021, 21, ⟨10.3390/s21175740⟩ Journal articles hal-03514375v1
	Grand Challenges in Neurotechnology and System Neuroergonomics Stephen H Fairclough , Fabien Lotte Frontiers in Neuroergonomics, 2020, 1, ⟨10.3389/fnrgo.2020.602504⟩ Journal articles hal-03033290v1
	A physical learning companion for Mental-Imagery BCI User Training Léa Pillette , Camille Jeunet , Boris Mansencal , Roger N'Kambou , Bernard N'Kaoua International Journal of Human-Computer Studies, 2020, 136, ⟨10.1016/j.ijhcs.2019.102380⟩ Journal articles hal-02434157v1
	Editorial - Neurofeedback: a challenge for integrative clinical neurophysiological studies Jean-Arthur Micoulaud Franchi , Camille Jeunet , Fabien Lotte Neurophysiologie Clinique = Clinical Neurophysiology, 2020, 50 (1), pp.1-3. ⟨10.1016/j.neucli.2020.01.001⟩ Journal articles hal-02436755v1
	Why we should systematically assess, control and report somatosensory impairments in BCI-based motor rehabilitation after stroke studies Léa Pillette , Fabien Lotte , Bernard N'Kaoua , Pierre-Alain Joseph , Camille Jeunet Neuroimage-Clinical, 2020, 28, ⟨10.1016/j.nicl.2020.102417⟩ Journal articles hal-02962767v1
	Active inference as a unifying, generic and adaptive framework for a P300-based BCI Jelena Mladenovic , Jérémy Frey , Mateus Joffily , Emmanuel Maby , Fabien Lotte Journal of Neural Engineering, 2020, 17, pp.016054. ⟨10.1088/1741-2552/ab5d5c⟩ Journal articles halshs-02396876v2
	Modern machine learning algorithms to classify cognitive and affective states from electroencephalography signals Aurélien Appriou , Andrzej Cichocki , Fabien Lotte IEEE Systems, Man, and Cybernetics Magazine, 2020, 6 (3), ⟨10.1109/MSMC.2020.2968638⟩ Journal articles hal-02483908v1
	Modélisation des processus cognitifs et neurophysiologiques sous-tendant l’apprentissage neurofeedback : le rôle de l’attention Camille Jeunet , Fabien Lotte , Jean-Arthur Micoulaud-Franchi Neurophysiologie Clinique = Clinical Neurophysiology, 2019, 49 (3), pp.198. ⟨10.1016/j.neucli.2019.05.048⟩ Journal articles hal-02167229v1
	Turning negative into positives! Exploiting "negative" results in Brain-Machine Interface (BMI) research Fabien Lotte , Camille Jeunet , Ricardo Chavarriaga , Laurent Bougrain , Dave Thompson Brain-Computer Interfaces, 2019, 6 (4), pp.178-189. ⟨10.1080/2326263X.2019.1697143⟩ Journal articles hal-02375400v1
	Monitoring Pilot’s Mental Workload Using ERPs and Spectral Power with a Six-Dry-Electrode EEG System in Real Flight Conditions Frédéric Dehais , Alban Duprès , Sarah Blum , Nicolas Drougard , Sébastien Scannella Sensors, 2019, 19 (6), pp.1324. ⟨10.3390/s19061324⟩ Journal articles hal-02100934v1
	EEG neurofeedback research A fertile ground for psychiatry? Jean-Marie Batail , Stéphanie Bioulac , François Cabestaing , Christophe Daudet , Dominique Drapier L'Encéphale, 2019, 45 (3), pp.245-255. ⟨10.1016/j.encep.2019.02.001⟩ Journal articles hal-02094863v2
	Workshops of the seventh international brain-computer interface meeting: not getting lost in translation Jane Huggins , Christoph Guger , Erik Aarnoutse , Brendan Allison , Charles Anderson Brain-Computer Interfaces, 2019, 6 (3), pp.71-101. ⟨10.1080/2326263X.2019.1697163⟩ Journal articles hal-02433046v1
	Speed of rapid serial visual presentation of pictures, numbers and words affects event-related potential-based detection accuracy Stephanie Lees , Paul Mccullagh , Liam Maguire , Fabien Lotte , Damien Coyle IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2019, ⟨10.1109/TNSRE.2019.2953975⟩ Journal articles hal-02375401v1
	A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces: A 10-year Update Fabien Lotte , Laurent Bougrain , Andrzej Cichocki , Maureen Clerc , Marco Congedo Journal of Neural Engineering, 2018, 15 (3), pp.55. ⟨10.1088/1741-2552/aab2f2⟩ Journal articles hal-01846433v1
	Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems Andreas Meinel , Sebastián Castaño-Candamil , Benjamin Blankertz , Fabien Lotte , Michael Tangermann Neuroinformatics, 2018 Journal articles hal-01946130v1
	Using recent BCI literature to deepen our understanding of clinical neurofeedback: A short review Camille Jeunet , Fabien Lotte , Jean-Marie Batail , Pierre Philip , Jean-Arthur Micoulaud-Franchi Neuroscience, 2018, 378, pp.225-233. ⟨10.1016/j.neuroscience.2018.03.013⟩ Journal articles hal-01728767v1
	Defining and Quantifying Users' Mental Imagery-based BCI skills: a first step Fabien Lotte , Camille Jeunet Journal of Neural Engineering, 2018, 15 (4), pp.1-37. ⟨10.1088/1741-2552/aac577⟩ Journal articles hal-01846434v1
	Editorial: Detection and Estimation of Working Memory States and Cognitive Functions Based on Neurophysiological Measures Felix Putze , Christian Mühl , Fabien Lotte , Stephen Fairclough , Christian Herff Frontiers in Human Neuroscience, 2018, 12, ⟨10.3389/fnhum.2018.00440⟩ Journal articles hal-01908759v1
	SEREEGA: Simulating event-related EEG activity Laurens Krol , Juliane Pawlitzki , Fabien Lotte , Klaus Gramann , Thorsten Zander Journal of Neuroscience Methods, 2018, 309, pp.13-24 Journal articles hal-01946076v1
	Riemannian approaches in Brain-Computer Interfaces: a review Florian Yger , Maxime Berar , Fabien Lotte IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2017 Journal articles hal-01394253v1
	A Review of Rapid Serial Visual Presentation-based Brain-Computer Interfaces Stephanie Lees , Natalie Dayan , Hubert Cecotti , Paul Mccullagh , Liam Maguire Journal of Neural Engineering, 2017, pp.1-39. ⟨10.1088/1741-2552/aa9817⟩ Journal articles hal-01657643v1
	Unimodal Versus Bimodal EEG-fMRI Neurofeedback of a Motor Imagery Task Lorraine Perronnet , Anatole Lécuyer , Marsel Mano , Elise Bannier , Fabien Lotte Frontiers in Human Neuroscience, 2017, 11, ⟨10.3389/fnhum.2017.00193⟩ Journal articles hal-01519755v1
	On assessing neurofeedback effects: should double-blind replace neurophysiological mechanisms? Thomas Fovet , Jean-Arthur Micoulaud-Franchi , François-Benoît Vialatte , Fabien Lotte , Christophe Daudet Brain - A Journal of Neurology , 2017, 140 (10), pp.e63. ⟨10.1093/brain/awx211⟩ Journal articles hal-01658935v1
	Neurofeedback: One of today's techniques in psychiatry? Martijn Arns , Jean-Marie Batail , Stéphanie Bioulac , Marco Congedo , Christophe Daudet L'Encéphale, 2017, 43 (2), pp.135-145. ⟨10.1016/j.encep.2016.11.003⟩ Journal articles hal-01415897v1
	Heading for new shores! Overcoming pitfalls in BCI design Ricardo Chavarriaga , Melanie Fried-Oken , Sonja Kleih , Fabien Lotte , Reinhold Scherer Brain-Computer Interfaces, 2016 Journal articles hal-01415906v1
	Advances in User-Training for Mental-Imagery Based BCI Control: Psychological and Cognitive Factors and their Neural Correlates Camille Jeunet , Bernard N'Kaoua , Fabien Lotte Progress in brain research, 2016 Journal articles hal-01302138v2
	Classifying EEG Signals during Stereoscopic Visualization to Estimate Visual Comfort Jérémy Frey , Aurélien Appriou , Fabien Lotte , Martin Hachet Computational Intelligence and Neuroscience, 2016, 2016, ⟨10.1155/2016/2758103⟩ Journal articles hal-01222045v1
	EEG-based neuroergonomics for 3D user interfaces: opportunities and challenges Jérémy Frey , Martin Hachet , Fabien Lotte Le travail humain, 2016 Journal articles hal-01394254v1
	Why Standard Brain-Computer Interface (BCI) Training Protocols Should be Changed: An Experimental Study Camille Jeunet , Emilie Jahanpour , Fabien Lotte Journal of Neural Engineering, 2016 Journal articles hal-01302154v1
	Predicting Mental Imagery-Based BCI Performance from Personality, Cognitive Profile and Neurophysiological Patterns Camille Jeunet , Bernard N'Kaoua , Sriram Subramanian , Martin Hachet , Fabien Lotte PLoS ONE, 2015, 10 (12), pp.23. ⟨10.1371/journal.pone.0143962⟩ Journal articles hal-01177685v2
	Electrocorticographic Representations of Segmental Features in Continuous Speech Fabien Lotte , Jonathan Brumberg , Peter Brunner , Aysegul Gunduz , Anthony L. Ritaccio Frontiers in Human Neuroscience, 2015, 9 (97), pp.27. ⟨10.3389/fnhum.2015.00097⟩ Journal articles hal-01159163v1
	Signal processing approaches to minimize or suppress calibration time in oscillatory activity-based Brain-Computer Interfaces Fabien Lotte Proceedings of the IEEE, 2015, 103 (6), pp.871-890 Journal articles hal-01159171v1
	Workshops of the Fifth International Brain-Computer Interface Meeting: Defining the Future Jane E. Huggins , Christoph Guger , Brendan Allison , Charles W. Anderson , Aaron Batista Brain-Computer Interfaces, 2014, 1 (1), pp.27-49 Journal articles hal-00965161v1
	EEG-based workload estimation across affective contexts Christian Mühl , Camille Jeunet , Fabien Lotte Frontiers in Neuroscience, 2014, 8 (114) Journal articles hal-01006511v1
	Two Brains, One Game: Design and Evaluation of a Multi-User BCI Video Game Based on Motor Imagery Laurent Bonnet , Fabien Lotte , Anatole Lécuyer IEEE Transactions on Computational Intelligence and AI in games, 2013, 5 (2), pp.185-198 Journal articles hal-00784886v1
	Flaws in current human training protocols for spontaneous Brain-Computer Interfaces: lessons learned from instructional design Fabien Lotte , Florian Larrue , Christian Mühl Frontiers in Human Neuroscience, 2013, 7 (568), ⟨10.3389/fnhum.2013.00568⟩ Journal articles hal-00862716v1
	Grâce au numérique, on peut lire dans les pensées Fabien Lotte Interstices, 2013 Journal articles hal-00863574v1
	Les Interfaces Cerveau-Ordinateur: Conception et Utilisation en Réalité Virtuelle Fabien Lotte Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2012, 31 (3), pp.289-310 Journal articles hal-00659822v2
	Brain-Computer Interfaces: Beyond Medical Applications Jan B.F. van Erp , Fabien Lotte , Michael Tangermann Computer, 2012, 45 (4), pp.26-34. ⟨10.1109/MC.2012.107⟩ Journal articles hal-00688344v1
	Exploring Two Novel Features for EEG-based Brain-Computer Interfaces: Multifractal Cumulants and Predictive Complexity Nicolas Brodu , Fabien Lotte , Anatole Lécuyer Neurocomputing, 2012, 79 (1), pp.87-94. ⟨10.1016/j.neucom.2011.10.010⟩ Journal articles inria-00632546v1
	Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms Fabien Lotte , Cuntai Guan IEEE Transactions on Biomedical Engineering, 2011, 58 (2), pp.355-362 Journal articles inria-00476820v4
	Exploring Large Virtual Environments by Thoughts using a Brain-Computer Interface based on Motor Imagery and High-Level Commands Fabien Lotte , Aurélien van Langhenhove , Fabrice Lamarche , Thomas Ernest , Yann Renard Presence: Teleoperators and Virtual Environments, 2010, 19 (1), pp.54-70 Journal articles inria-00445614v1
	OpenViBE: An Open-Source Software Platform to Design, Test and Use Brain-Computer Interfaces in Real and Virtual Environments Yann Renard , Fabien Lotte , Guillaume Gibert , Marco Congedo , Emmanuel Maby Presence: Teleoperators and Virtual Environments, 2010, 19 (1), pp.35-53. ⟨10.1162/pres.19.1.35⟩ Journal articles hal-00477153v1
	FuRIA: An inverse Solution based Feature Extraction Algorithm using Fuzzy Set Theory for Brain-Computer Interfaces Fabien Lotte , Anatole Lécuyer , Bruno Arnaldi IEEE Transactions on Signal Processing, 2009, 57 (8), pp.3253-3263 Journal articles inria-00368282v1
	Brain-Computer Interfaces, Virtual Reality, and Videogames Anatole Lécuyer , Fabien Lotte , Richard B. Reilly , Robert Leeb , Michitaka Hirose Computer, 2008, 41 (10), pp.66-72 Journal articles hal-00675619v1
	FuRIA : un nouvel algorithme d'extraction de caractéristiques pour les interfaces cerveau-ordinateur utilisant modèles inverses et modèles flous Fabien Lotte , Anatole Lécuyer , Bruno Arnaldi Traitement du Signal, 2008, pp.15 Journal articles inria-00310552v1
	Classifying EEG for Brain Computer Interfaces Using Gaussian Process Mingjun Zhong , Fabien Lotte , Mark Girolami , Anatole Lécuyer Pattern Recognition Letters, 2008, 29 (3), pp.354-359 Journal articles inria-00134966v3
	A review of classification algorithms for EEG-based brain–computer interfaces Fabien Lotte , Marco Congedo , Anatole Lécuyer , Fabrice Lamarche , Bruno Arnaldi Journal of Neural Engineering, 2007, 4, pp.24 Journal articles inria-00134950v1
	Studying the Use of Fuzzy Inference Systems for Motor Imagery Classification Fabien Lotte , Anatole Lécuyer , Fabrice Lamarche , Bruno Arnaldi IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2007, 15 (2), pp.322-324 Journal articles inria-00134958v2
	Classification of movement intention by spatially filtered electromagnetic inverse solutions Marco Congedo , Fabien Lotte , Anatole Lécuyer Physics in Medicine and Biology, 2006, 51, pp.1971-1989. ⟨10.1088/0031-9155/51/8/002⟩ Journal articles inria-00134948v1

	EEG SINGLE-TRIAL CLASSIFICATION OF VISUAL ART PREFERENCE Marc Welter , J Casal Martínez , E Redmond , Jonathan Baum , Tomas Ward Journées CORTICO 2024 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2024, Nancy, France Conference papers hal-04579220v1
	Machine Learning Methods for BCI: challenges, pitfalls and promises Jaime Riascos , Marta Molinas , Fabien Lotte ESANN 2024 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2024, Bruges, Belgium Conference papers hal-04720583v1
	Visual cues can bias EEG Deep Learning models David Trocellier , Bernard N'Kaoua , Fabien Lotte Neuroergonomics 2024 - The 5th International Conference, Fabien lotte; Camille Jeunet-Kelway, Jul 2024, Bordeaux, France Conference papers hal-04651337v1
	Median Nerve Stimulation to Detect Awake and Anesthetized States with Riemannian Classifiers Valérie Marissens Cueva , Sébastien Rimbert , Ana Maria Cebolla Alvarez , Mathieu Petieau , Viktoriya Vitkova Journées CORTICO 2024 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, https://cortico.fr/, May 2024, Nancy, France Conference papers hal-04570975v1
	EEG-BASED ART INTEREST DECODING Marc Welter , J Casal Martínez , E Redmond , Jonathan Baum , Tomas Ward Neuroergonomics Conference 2024, Jul 2024, Bordeaux, France Conference papers hal-04638039v1
	Exploring EOG markers of fatigue during motor imagery BCI use Pauline Dreyer , Aline Roc , David Trocellier , Marc Welter , Raphaëlle N Roy INE - 9th Graz BCI Conference 2024, Sep 2024, Graz, Austria Conference papers hal-04706552v1
	Averaging trajectories on the manifold of symmetric positive definite matrices Thibault de Surrel , Sylvain Chevallier , Fabien Lotte , Florian Yger EUSIPCO 2024 - 32nd European Signal Processing Conference, Aug 2024, Lyon, France Conference papers hal-04708878v1
	Prediction of Motor-Imagery-BCI performance using Median Nerve Stimulation Sébastien Rimbert , Valérie Marissens Cueva , Laurent Bougrain , Fabien Lotte BCI 2024 - The 12th International Winter Conference on Brain-Computer Interface, Feb 2024, Seoul, South Korea Conference papers hal-04428894v1
	One-Class Riemannian EEG Classifier to Detect Anesthesia Valérie Marissens Cueva , Sébastien Rimbert , Ana Maria Cebolla Alvarez , Mathieu Petieau , Iraj Hashemi 5th International Neuroergonomics Conference 2024, Jul 2024, Bordeaux, France Conference papers hal-04634709v1
	Neurofeedback to improve wakefulness maintenance ability Marie Pelou , Poeiti Abi-Saab , Thibaut Monseigne , Camille Jeunet-Kelway , Fabien Lotte NEC 2024 - 5th International Neuroergonomics Conference, Jul 2024, Bordeaux, France Conference papers hal-04721899v1
	Validating neurophysiological predictors of BCI performance on a large open source dataset David Trocellier , Bernard N'Kaoua , Fabien Lotte GBCIC 2024 - 9th Graz Brain-Computer Interface Conference 2024, Sep 2024, Graz, Austria Conference papers hal-04696176v1
	Towards Riemannian EEG classifiers to detect awake and anesthetized states using median nerve stimulation Valérie Marissens Cueva , Sébastien Rimbert , Ana Maria Cebolla Alvarez , Mathieu Petieau , Viktoriya Vitkova 9th International Graz Brain-Computer Interface Conference 2024, Sep 2024, Graz, Austria Conference papers hal-04634725v1
	Bayesian model of individual learning to control a motor imagery BCI Côme Annicchiarico , Fabien Lotte , Jérémie Mattout 9th International Graz Brain-Computer Interface Conference 2024, Sep 2024, Graz, Austria. ⟨10.3217/978-3-99161-014-4-083⟩ Conference papers hal-04725503v1
	Impact of the baseline temporal selection on the ERD/ERS analysis for Motor Imagery-based BCI Sébastien Rimbert , David Trocellier , Fabien Lotte EMBC 2023 - 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jul 2023, Sydney, Australia Conference papers hal-04077693v1
	Novel SPD matrix representations considering cross-frequency coupling for EEG classification using Riemannian geometry Maria Sayu Yamamoto , Apolline Mellot , Sylvain Chevallier , Fabien Lotte EUSIPCO 2023 - The 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland Conference papers hal-04131609v1
	Neurofeedback training to improve wakefulness maintenance ability: a pilot study to develop cognitive strategies to overcome Excessive Daytime Sleepiness Marie Pelou , Poeiti Abi-Saab , T. Monseigne , Camille Jeunet , Fabien Lotte 17th World Sleep Congress, Oct 2023, Rio de Janeiro, Brazil. pp.S77, ⟨10.1016/j.sleep.2023.11.244⟩ Conference papers hal-04721841v1
	Riemannian ElectroCardioGraphic signal classification Aurélien Appriou , Fabien Lotte LAWCN 2023 - IV Latin-American Workshop on Computational Neuroscience, Nov 2023, Envigado, Colombia Conference papers hal-04372193v1
	Identifying factors influencing the outcome of BCI-based post stroke motor rehabilitation towards its personalization with Artificial Intelligence David Trocellier , Bernard N’kaoua , Fabien Lotte MetroXRAINE 2022 – IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence, and Neural Engineering, Oct 2022, Rome, Italy Conference papers hal-03930136v1
	Modeling subject perception and behaviour during neurofeedback training Côme Annicchiarico , Fabien Lotte , Jérémie Mattout NAT 2022 – 3rd Neuroadaptive Technology Conference, Oct 2022, Lubenaü, Germany Conference papers hal-03931259v1
	Class-distinctiveness-based frequency band selection on the Riemannian manifold for oscillatory activity-based BCIs: preliminary results Maria Sayu Yamamoto , Fabien Lotte , Florian Yger , Sylvain Chevallier EMBC 2022- 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Jul 2022, Glasgow, United Kingdom. ⟨10.1109/EMBC48229.2022.9871820⟩ Conference papers hal-03641137v2
	ERD modulations during motor imageries relate to users’ traits and BCI performances Sébastien Rimbert , Fabien Lotte EMBC 2022 - 44th International Engineering in Medicine and Biology Conference, Jul 2022, Glasgow, United Kingdom Conference papers hal-03634491v2
	Is Event-Related Desynchronization variability correlated with BCI performance? Sébastien Rimbert , David Trocellier , Fabien Lotte MetroXRAINE 2022 - IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence, and Neural Engineering, Oct 2022, Rome, Italy Conference papers hal-03740256v1
	Simple Probabilistic Data-driven Model for Adaptive BCI Feedback Jelena Mladenović , Fabien Lotte , Jérémie Mattout , Jérémy Frey NAT 2022 - 3rd Neuroadaptive Technology Conference, Oct 2022, Lubenaü, Germany Conference papers hal-03787060v1
	Tools for affective, cognitive and conative states estimation from both EEG and physiological signals Aurélien Appriou , Fabien Lotte Neuroergonomics Conference (NEC), Sep 2021, Munich, Germany Conference papers hal-03519652v1
	Should frequency band selection algorithms include neurophysiological constraints? Maria Sayu Yamamoto , Camille Benaroch , Aline Roc , Thibaut Monseigne , Fabien Lotte Journées CORTICO 2021 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2021, Online, France Conference papers hal-03290293v1
	Guidelines to use Transfer Learning for Motor Imagery Detection: an experimental study Laurent Bougrain , Sébastien Rimbert , Pedro Luiz Coelho Rodrigues , Geoffrey Canron , Fabien Lotte NER 2021 - 10th International IEEE/EMBS Conference on Neural Engineering, May 2021, Virtual, United States Conference papers hal-03147055v1
	Towards measuring states of epistemic curiosity through electroencephalographic signals Aurélien Appriou , Jessy Ceha , Smeety Pramij , Dan Dutartre , Edith Law IEEE SMC 2020 - IEEE International conference on Systems, Man and Cybernetics, Oct 2020, Toronto / Virtual, Canada Conference papers hal-02971795v1
	Channel selection over riemannian manifold with non-stationarity consideration for brain-computer interface applications Khadijeh Sadatnejad , Aline Roc , Léa Pillette , Aurélien Appriou , Thibaut Monseigne ICASSP2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain Conference papers hal-02474460v1
	Proposition of an optimization of the selection of a discriminative frequency algorithm for Motor-Imagery based BCI Camille Benaroch , Camille Jeunet , Fabien Lotte CORTICO days 2020 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, Oct 2020, Virtual, France Conference papers hal-03081767v1
	Using neurophysiological predictors to predict MI-BCI users' performances Eidan Tzdaka , Camille Benaroch , Camille Jeunet , Fabien Lotte CORTICO days 2020 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, Oct 2020, Virtual, France Conference papers hal-03082849v1
	Biased feedback influences learning of Motor Imagery BCI Jelena Mladenović , Jérémy Frey , Jeremie Mattout , Fabien Lotte International BCI Meeting, Jun 2020, Bruxelles, Belgium Conference papers hal-02902542v1
	Assessing The Relevance Of Neurophysiological Patterns To Predict Motor Imagery-based BCI Users' Performance Eidan Tzdaka , Camille Benaroch , Camille Jeunet , Fabien Lotte IEEE SMC 2020 - IEEE International conference on Systems, Man and Cybernetics, Oct 2020, Toronto / Virtual, Canada Conference papers hal-02971802v1
	Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering Maria Sayu Yamamoto , Khadijeh Sadatnejad , Toshihisa Tanaka , Md. Rabiul Islam , Yuichi Tanaka EMBC'2020 - 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, Jul 2020, Montréal, Canada Conference papers hal-02611656v2
	Design and preliminary study of a neurofeedback protocol to self-regulate an EEG marker of drowsiness Thibaut Monseigne , Fabien Lotte , Stéphanie Bioulac , Pierre Philip , Jean-Arthur Micoulaud-Franchi Graz BCI Conference - 8th Graz Brain-Computer Interface Conference 2019, Sep 2019, Graz, Austria Conference papers hal-02130755v1
	Would Motor-Imagery based BCI user training benefit from more women experimenters? Aline Roc , Léa Pillette , Bernard N'Kaoua , Fabien Lotte GBCIC2019 - 8th Graz Brain-Computer Interface Conference 2019, Sep 2019, Graz, Austria Conference papers hal-02128898v2
	Towards Adaptive Classification using Riemannian Geometry approaches in Brain-Computer Interfaces Satyam Kumar , Florian Yger , Fabien Lotte BCI 2019 - IEEE International Winter Conference on Brain-Computer Interfaces, Feb 2019, Jeonseong, South Korea Conference papers hal-01924646v2
	Are users' traits informative enough to predict/explain their mental-imagery based BCI performances ? Camille Benaroch , Camille Jeunet , Fabien Lotte 8th Graz Brain-Computer Interface Conference 2019, Sep 2019, Graz, Austria Conference papers hal-02111581v1
	Toward distinguishing the different types of attention using EEG signals Léa Pillette , Andrzej Cichocki , Bernard N'Kaoua , Fabien Lotte Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2018), Apr 2018, Toulouse, France Conference papers hal-01762978v1
	Toward understanding the influence of the experimenter on BCI performance Aline Roc , Léa Pillette , Fabien Lotte Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2018), Apr 2018, Toulouse, France Conference papers hal-01763019v1
	Monitoring auditory attention with a 6 dry-electrode EEG system in real flight conditions Frédéric Dehais , Alban Duprès , Sébastien Scannella , Fabien Lotte , Raphaëlle N. Roy 2nd International Neuroergonomics conference, Jul 2018, Philadelphia, United States Conference papers hal-01849104v1
	Towards Artificial Learning Companions for Mental Imagery-based Brain-Computer Interfaces Léa Pillette , Camille Jeunet , Roger N'Kambou , Bernard N'Kaoua , Fabien Lotte WACAI 2018 - Workshop sur les “Affects, Compagnons Artificiels et Interactions”, Jun 2018, Ile de Porquerolles, France. pp.1-8 Conference papers hal-01762612v3
	Neural Mechanisms of Social Emotion Perception: An EEG Hyper-scanning Study Li Zhu , Fabien Lotte , Gaochao Cui , Junhua Li , Changle Zhou Cyberworlds 2018, Oct 2018, Singapore, Singapore Conference papers hal-01863881v1
	Towards Robust Neuroadaptive HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals Aurélien Appriou , Andrzej Cichocki , Fabien Lotte ACM CHI Conference on Human Factors in Computing Systems - Extended Abstracts (Late Breaking Work), Apr 2018, Montreal, Canada. ⟨10.1145/3170427.3188617⟩ Conference papers hal-01849055v1
	PEANUT: Personalised Emotional Agent for Neurotechnology User-Training Léa Pillette , Camille Jeunet , Boris Mansencal , Roger N 'Kambou , Bernard N 'Kaoua 7th International BCI Conference, Sep 2017, Graz, Austria. ⟨10.3217/978-3-85125-533-1-76⟩ Conference papers hal-01519480v1
	Tikhonov Regularization Enhances EEG-based Spatial Filtering for Single Trial Regression Andreas Meinel , Fabien Lotte , Michael Tangermann 2017 - 7th International Brain-Computer Interface Conference, Sep 2017, Graz, Austria. pp.1-6 Conference papers hal-01655755v2
	Endowing the Machine with Active Inference: A Generic Framework to Implement Adaptive BCI Jelena Mladenović , Mateus Joffily , Jérémy Frey , Fabien Lotte , Jérémie Mattout NeuroAdaptive Technology Conference '17, Jul 2017, Berlin, Germany Conference papers hal-01527752v1
	The Impact of Flow in an EEG-based Brain Computer Interface Jelena Mladenović , Jérémy Frey , Manon Bonnet-Save , Jérémie Mattout , Fabien Lotte 7th International BCI Conference, Sep 2017, Graz, Austria Conference papers hal-01527748v1
	Online classification accuracy is a poor metric to study mental imagery-based bci user learning: an experimental demonstration and new metrics Fabien Lotte , Camille Jeunet 7th International BCI Conference, Sep 2017, Graz, Austria Conference papers hal-01519478v1
	Towards a cognitive model of MI-BCI user training Camille Jeunet , Bernard N'Kaoua , Fabien Lotte International Graz BCI Conference , Sep 2017, Graz, Austria Conference papers hal-01519476v1
	Scientific Outreach with Teegi, a Tangible EEG Interface to Talk about Neurotechnologies Jérémy Frey , Renaud Gervais , Thibault Lainé , Maxime Duluc , Hugo Germain CHI '17 Interactivity - SIGCHI Conference on Human Factors in Computing System, May 2017, Denver, United States. ⟨10.1145/3027063.3052971⟩ Conference papers hal-01484574v1
	Framework for Electroencephalography-based Evaluation of User Experience Jérémy Frey , Maxime Daniel , Julien Castet , Martin Hachet , Fabien Lotte CHI '16 - SIGCHI Conference on Human Factors in Computing System, May 2016, San Jose, United States. ⟨10.1145/2858036.2858525⟩ Conference papers hal-01251014v1
	Recent advances in EEG-based neuroergonomics for Human-Computer Interaction Jérémy Frey , Martin Hachet , Fabien Lotte 1st International Neuroergonomics conference, Oct 2016, Paris, France Conference papers hal-01394255v1
	Towards a Spatial Ability Training to Improve Mental Imagery based Brain-Computer Interface (MI-BCI) Performance: a Pilot Study Suzy Teillet , Fabien Lotte , Bernard N'Kaoua , Camille Jeunet IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016) , Oct 2016, Budapest, Hungary. pp.6 Conference papers hal-01341042v1
	TOBE: Tangible Out-of-Body Experience Renaud Gervais , Jérémy Frey , Alexis Gay , Fabien Lotte , Martin Hachet TEI ’16 - Tangible, Embedded and Embodied Interaction., Feb 2016, Eindhoven, Netherlands. ⟨10.1145/2839462.2839486⟩ Conference papers hal-01215499v1
	Synthetic Evidential Study as Augmented Collective Thought Process − Preliminary Report Toyoaki Nishida , Masakazu Abe , Takashi Ookaki , Divesh Lala , Sutasinee Thovuttikul Asian Conference on Intelligent Information and Database Systems (ACIIDS), Mar 2015, Bali, Indonesia. pp.13-22, ⟨10.1007/978-3-319-15702-3_2⟩ Conference papers hal-01695718v1
	Continuous Tactile Feedback for Motor-Imagery based Brain-Computer Interaction in a Multitasking Context Camille Jeunet , Chi Vi , Daniel Spelmezan , Bernard N'Kaoua , Fabien Lotte 15th Human-Computer Interaction (INTERACT), Sep 2015, Bamberg, Germany. pp.488-505, ⟨10.1007/978-3-319-22701-6_36⟩ Conference papers hal-01159146v1
	Towards Explanatory Feedback for User Training in Brain–Computer Interfaces Julia Schumacher , Camille Jeunet , Fabien Lotte IEEE International Conference on Systems Man & Cybernetics (IEEE SMC), Oct 2015, Hong-Kong, China Conference papers hal-01179329v1
	Estimating Visual Comfort in Stereoscopic Displays Using Electroencephalography: A Proof-of-Concept Jérémy Frey , Aurélien Appriou , Fabien Lotte , Martin Hachet 15th Human-Computer Interaction (INTERACT), Sep 2015, Bamberg, Germany. pp.354-362, ⟨10.1007/978-3-319-22723-8_28⟩ Conference papers hal-01157890v1
	Averaging Covariance Matrices for EEG Signal Classification based on the CSP: an Empirical Study Florian Yger , Fabien Lotte , Masashi Sugiyama EUSIPCO 2015, Aug 2015, Nice, France Conference papers hal-01182728v1
	Continuous Mental Effort Evaluation during 3D Object Manipulation Tasks based on Brain and Physiological Signals Dennis Wobrock , Jérémy Frey , Delphine Graeff , Jean-Baptiste de La Rivière , Julien Castet 15th Human-Computer Interaction (INTERACT), Sep 2015, Bamberg, Germany. pp.472-487, ⟨10.1007/978-3-319-22668-2_35⟩ Conference papers hal-01157896v1
	Towards Improved BCI based on Human Learning Principles Fabien Lotte , Camille Jeunet 3rd International Winter Conference on Brain-Computer Interfaces, Jan 2015, High1 Resort, South Korea Conference papers hal-01111843v1
	Predicting Mental-Imagery Based Brain-Computer Interface Performance from Psychometric Questionnaires Camille Jeunet , Bernard N'Kaoua , Martin Hachet , Fabien Lotte womENcourage, Sep 2015, Uppsala, Sweden Conference papers hal-01162415v1
	Optimizing spatial filter pairs for EEG classification based on phase synchronization Nicoletta Caramia , Fabien Lotte , Stefano Ramat International Conference on Audio, Speech and Signal Processing (ICASSP'2014), May 2014, Florence, Italy Conference papers hal-01053189v1
	Design and Validation of a Mental and Social Stress Induction Protocol Towards Load-Invariant Physiology-Based Detection Camille Jeunet , Christian Mühl , Fabien Lotte International Conference on Physiological Computing Systems, Jan 2014, Lisbonne, Portugal Conference papers hal-00879966v1
	Teegi: Tangible EEG Interface Jérémy Frey , Renaud Gervais , Stéphanie Fleck , Fabien Lotte , Martin Hachet UIST-ACM User Interface Software and Technology Symposium, Oct 2014, Honolulu, United States. ⟨10.1145/2642918.2647368⟩ Conference papers hal-01025621v1
	Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction Jérémy Frey , Christian Mühl , Fabien Lotte , Martin Hachet PhyCS - International Conference on Physiological Computing Systems, Jan 2014, Lisbonne, Portugal. ⟨10.5220/0004708102140223⟩ Conference papers hal-00881756v1
	The Mind-Mirror: See Your Brain in Action in Your Head Using EEG and Augmented Reality Jonathan Mercier-Ganady , Fabien Lotte , Emilie Loup-Escande , Maud Marchal , Anatole Lécuyer IEEE Virtual Reality (VR), Mar 2014, Minneapolis, United States Conference papers hal-01052681v1
	Assessing the Zone of Comfort in Stereoscopic Displays using EEG Jérémy Frey , Léonard Pommereau , Fabien Lotte , Martin Hachet CHI '14 Extended Abstracts on Human Factors in Computing Systems, Apr 2014, Toronto, Canada. pp.2041-2046, ⟨10.1145/2559206.2581191⟩ Conference papers hal-00982782v1
	How Well Can We Learn With Standard BCI Training Approaches? A Pilot Study. Camille Jeunet , Alison Cellard , Sriram Subramanian , Martin Hachet , Bernard N'Kaoua 6th International Brain-Computer Interface Conference, Sep 2014, Graz, Austria Conference papers hal-01052692v1
	Augmented Iterations: Integrating Neural Activity in Evolutionary Computation for Design Pierre Cutellic , Fabien Lotte eCAADe 2013, Sep 2013, Delft, Netherlands Conference papers hal-00843050v1
	BCI Research at Inria Bordeaux: making BCI designs usable outside the lab Fabien Lotte , Florian Larrue , Martin Hachet International BCI meeting, Jun 2013, Asilomar, United States Conference papers hal-00802403v1
	Digitally assisted stereo drawing Jérémy Laviole , Fabien Lotte , Martin Hachet The 3rd Dimension of CHI (3DCHI) - Workshop at CHI 2012, May 2012, Austin, United States Conference papers hal-00671361v2
	A new feature and associated optimal spatial filter for EEG signal classification: Waveform Length Fabien Lotte International Conference on Pattern Recognition (ICPR), Nov 2012, Tsukuba, Japan Conference papers hal-00717617v1
	Brain Computer Interface Vs Walking Interface in VR: The Impact of Motor Activity on Spatial Transfer Florian Larrue , Hélène Sauzeon , Lioubov Aguilova , Fabien Lotte , Martin Hachet VRST'2012 - ACM symposium on Virtual Reality Software and Technology, Dec 2012, Toronto, Canada. pp.113-120, ⟨10.1145/2407336.2407359⟩ Conference papers hal-00743522v1
	On the need for alternative feedback training approaches for BCI Fabien Lotte Berlin Brain-Computer Interface Workshop, Sep 2012, Berlin, Germany Conference papers hal-00834391v1
	Using Scalp Electrical Biosignals to Control an Object by Concentration and Relaxation Tasks: Design and Evaluation Laurent George , Fabien Lotte , Raquel Viciana Abad , Anatole Lécuyer International Conference of the IEEE EMBS, Aug 2011, Boston, United States Conference papers inria-00634549v1
	Brain-Computer Interfaces for 3D Games: Hype or Hope? Fabien Lotte Foundations of Digital Games (FDG'2011), Jun 2011, Bordeaux, France. pp.325-327 Conference papers inria-00591574v1
	Generating Artificial EEG Signals To Reduce BCI Calibration Time Fabien Lotte 5th International Brain-Computer Interface Workshop, Sep 2011, Graz, Austria. pp.176-179 Conference papers inria-00599325v1
	Comparative Study of Band-Power Extraction Techniques for Motor Imagery Classification Nicolas Brodu , Fabien Lotte , Anatole Lécuyer 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⟩ Conference papers inria-00609161v1
	Learning from other Subjects Helps Reducing Brain-Computer Interface Calibration Time Fabien Lotte , Cuntai Guan International Conference on Audio Speech and Signal Processing (ICASSP), Mar 2010, Dallas, United States. pp.614-617 Conference papers inria-00441670v1
	Spatially Regularized Common Spatial Patterns for EEG Classification Fabien Lotte , Cuntai Guan International Conference on Pattern Recognition (ICPR), Aug 2010, Istanbul, Turkey. pp.3712-3715 Conference papers inria-00447435v3
	An Efficient P300-based Brain-Computer Interface with Minimal Calibration Time Fabien Lotte , Cuntai Guan Assistive Machine Learning for People with Disabilities symposium (NIPS'09 Symposium), Dec 2009, Vancouver, Canada Conference papers inria-00430563v1
	Towards Ambulatory Brain-Computer Interfaces: A Pilot Study with P300 Signals Fabien Lotte , Junya Fujisawa , Hideaki Touyama , Rika Ito , Hirose Michitaka 5th Advances in Computer Entertainment Technology Conference (ACE), 2009, Athens, Greece. pp.336-339 Conference papers inria-00411284v1
	Comparison of Designs Towards a Subject-Independent Brain-Computer Interface based on Motor Imagery Fabien Lotte , Cuntai Guan , Ang Kai Keng 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'09), Sep 2009, Minneapolis, United States. pp.4543-4546 Conference papers inria-00396399v1
	Pattern Rejection Strategies for the Design of Self-Paced EEG-based Brain-Computer Interfaces Fabien Lotte , Harold Mouchère , Anatole Lécuyer International Conference on Pattern Recognition, Dec 2008, Tampa, United States Conference papers inria-00310878v1
	Self-Paced Brain-Computer Interaction with Virtual Worlds: A Quantitative and Qualitative Study “Out of the Lab” Fabien Lotte , Yann Renard , Anatole Lécuyer 4th international Brain Computer Interface Workshop and Training Course, Graz University of Technology, Sep 2008, Graz, Austria Conference papers inria-00304340v1
	FuRIA: A Novel Feature Extraction Algorithm for Brain-Computer Interfaces using Inverse Models and Fuzzy Regions of Interest Fabien Lotte , Anatole Lécuyer , Bruno Arnaldi 3rd IEEE-EMBS international conference on neural engineering, May 2007, Hawaii - Kohala Coast, United States Conference papers inria-00134961v1
	FuRIA : un nouvel algorithme d'extraction de caractéristiques pour les interfaces cerveau-ordinateur utilisant modèles inverses et modèles flous Fabien Lotte , Anatole Lécuyer , Bruno Arnaldi 21ème colloque GRETSI, Sep 2007, Troyes, France Conference papers inria-00134971v3
	Les Interfaces Cerveau-Ordinateur : Utilisation en Robotique et Avancées Récentes Fabien Lotte , Anatole Lécuyer , Bruno Arnaldi Journées Nationales de le Recherche en Robotique, Oct 2007, Obernai, France Conference papers inria-00180165v2
	The Use of Fuzzy Inference Systems for Classification in EEG-based Brain-Computer Interfaces Fabien Lotte 3rd International Brain-Computer Interfaces Workshop and Training Course, Sep 2006, Graz, Austria Conference papers inria-00134951v1
	Classification de Données Cérébrales par Système d'Inférence Flou pour l'Utilisation d'Interfaces Cerveau-Ordinateur en Réalité Virtuelle Fabien Lotte , Anatole Lécuyer , Yann Renard , Fabrice Lamarche , Bruno Arnaldi 1ères journées de l'AFRV, Nov 2006, Paris, France Conference papers inria-00134956v1

	Investigating EOG markers of fatigue during motor imagery BCI tasks Pauline Dreyer , Aline Roc , David Trocellier , Marc Welter , Raphaëlle N Roy Cortico 2024 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2024, Nancy, France Conference poster hal-04579558v1
	DUPE MIBCI: Database with User’s Profile and EEG signals for Motor Imagery Brain Computer Interface research Pauline Dreyer , Aline Roc , Sébastien Rimbert , Fabien Lotte , Léa Pillette BCI 2023 - 10th International BCI Meeting Balancing Innovation and Translation, Jun 2023, Bruxelles, Belgium Conference poster hal-04125666v1
	What can we learn from user interviews in BCI sessions? Aline Roc , Fabien Lotte BCI 2023 - 10th International BCI Meeting Balancing Innovation and Translation, Jun 2023, Bruxelles (BE), Belgium. Proceedings of the 10th International BCI Meeting 2023 Conference poster hal-04125216v1
	Effectiveness of cross-frequency phase-amplitude covariance as additional features for Riemannian BCIs Maria Sayu Yamamoto , Sylvain Chevallier , Fabien Lotte BCI 2023 - 10th International BCI Meeting Balancing Innovation and Translation, Jun 2023, Brussels, Belgium. ⟨10.3217/978-3-85125-962-9-179⟩ Conference poster hal-04181391v1
	Does Gender Matter in Motor Imagery BCIs? Maryam Alimardani , Valentina Gamboa von Groll , Nikki Leeuwis , Sébastien Rimbert , Aline Roc BCI Meeting 2023 - 10th International Balancing Innovation and Translation Meeting, Jun 2023, Brussels, Belgium. Proceedings of the 10th International BCI Meeting, ⟨10.5281/zenodo.7516451⟩ Conference poster hal-04126907v1
	Independent linear discriminant analysis : The first step in including covariates in EEG classification David Trocellier , Bernard N'Kaoua , Fabien Lotte CORTICO 2023 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2023, Paris, France Conference poster hal-04118675v1
	Towards including covariates in EEG classification -a preliminary study on simulated data David Trocellier , Bernard N'Kaoua , Fabien Lotte BCI Meeting 2023 - 10th International BCI Meeting, Jun 2023, Bruxelles (BE), Belgium Conference poster hal-04031671v1
	Towards curating personalized art exhibitions in Virtual Reality with multimodal Brain-Computer-Interfaces Marc Welter , Axel Bouneau , Fabien Lotte , Tomas E Ward VSAC 2022 - Visual Science of Art, Aug 2022, Amsterdam, Netherlands. Art & Perception Conference poster hal-03914349v1
	User-specific frequency band and time segment selection with high class distinctiveness for Riemannian BCIs Maria Sayu Yamamoto , Fabien Lotte , Florian Yger , Sylvain Chevallier CORTICO 2022 : Invasive and non invasive Brain-Computer Interfaces – A handshake over the cliff, Mar 2022, Autrans, France Conference poster hal-03931339v1
	Relationship between ERD modulations, MI-based BCI performance and users' traits Sébastien Rimbert , Fabien Lotte CORTICO 2022 : Invasive and non invasive Brain-Computer Interfaces - A handshake over the cliff, Mar 2022, Autrans, France Conference poster hal-03651863v1
	Reliable outlier detection by spectral clustering on Riemannian manifold of EEG covariance matrix Maria Sayu Yamamoto , Khadijeh Sadatnejad , Md Rabiul Islam , Fabien Lotte , Toshihisa Tanaka BCI 2021 – 8th International Meeting of the Brain-Computer Interface Society, Jun 2021, Virtual, France Conference poster hal-03294731v1
	Freedom! Making a case for more options for users during training in BCI Smeety Pramij , Aline Roc , Fabien Lotte International vBCI Meeting, Jun 2021, Virtual, Online, France Conference poster hal-03457549v1
	A framework for user training adaptation in Brain-Computer Interfaces based on mental tasks (MT-BCIs) Aline Roc , Fabien Lotte International vBCI meeting, Jun 2021, Virtual, Online, France Conference poster hal-03457541v1
	Assessing a new form of BCI user learning Khadijeh Sadatnejad , Fabien Lotte International Virtual BCI Meeting, Jun 2021, online, Belgium Conference poster hal-03518488v1
	MI-BCI Performances correlate with subject-specific frequency band characteristics Camille Benaroch , Camille Jeunet , Fabien Lotte 8th International BCI Meeting, Jun 2021, Online, Belgium Conference poster hal-03270057v1
	Do experimenters have an influence on MI-BCI user training? Aline Roc , Léa Pillette , Bernard N'Kaoua , Fabien Lotte Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2019), Mar 2019, Lille, France Conference poster hal-02095113v1
	Towards Measuring states of curiosity through Electroencephalography and body sensors responses Aurélien Appriou , Jessy Ceha , Edith Law , Pierre-Yves Oudeyer , Fabien Lotte Journées CORTICO, Mar 2019, Lille, France Conference poster hal-02434249v1
	Inria Research & Development for the Cybathlon BCI series Fabien Lotte , Maureen Clerc , Aurélien Appriou , Amandine Audino , Camille Benaroch 8th Graz Brain-Computer Interface Conference 2019, Sep 2019, Graz, Austria. 2019 Conference poster hal-02433970v1
	Impact of MI-BCI feedback for post-stroke and neurotypical people Léa Pillette , Bertrand Glize , Bernard N'Kaoua , Pierre-Alain Joseph , Camille Jeunet Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2019), Mar 2019, Lille, France Conference poster hal-02095124v1
	Design and Preliminary Study of a Neurofeedback Protocol to reduce Drowsiness Thibaut Monseigne , Fabien Lotte , Stéphanie Bioulac , Jean-Arthur Micoulaud-Franchi , Pierre Philip Journées CORTICO 2019, Mar 2019, Lille, France. 19, pp.35 - 53, 2010 Conference poster hal-02432446v1
	Computational modelling to predict/explain MI-BCI users' performances and their progression Camille Benaroch , Camille Jeunet , Fabien Lotte Journées Cortico - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, Mar 2019, Lille, France Conference poster hal-02432459v1
	Analysis and classification of learning-related mental states in EEG signals Aurélien Appriou , Fabien Lotte Journée des Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON), Apr 2018, Toulouse, France Conference poster hal-01849077v1
	Can transfer learning across motor tasks improve motor imagery BCI? Fabien Lotte , Andrzej Cichocki International BCI Meeting 2018, May 2018, Monterey, United States Conference poster hal-01762585v1
	BCPy, an open-source python platform for offline EEG signals decoding and analysis Aurélien Appriou , Léa Pillette , Andrzej Cichocki , Fabien Lotte Interntional BCI Meeting, May 2018, Pacific Grove, United States Conference poster hal-01849072v1
	Classification of attention types in EEG signals Léa Pillette , Aurélien Appriou , Andrzej Cichocki , Bernard N'Kaoua , Fabien Lotte 7th International BCI Meeting, May 2018, Asilomar, United States Conference poster hal-01762946v1
	Using computational modelling to better understand and predict Mental-Imagery based BCI (MI-BCI) users' performance Camille Benaroch , Camille Jeunet , Fabien Lotte Journées CORTICO 2018 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, Apr 2018, Toulouse, France Conference poster hal-01847280v1
	Active Inference for Adaptive BCI: application to the P300 Speller Jelena Mladenović , Jérémy Frey , Emmanuel Maby , Mateus Joffily , Fabien Lotte International BCI meeting, May 2018, Asilomar, United States. , 2018 Conference poster hal-01796754v1
	Mise en place d’une solution de Neurofeedback pour lutter contre la somnolence diurne excessive. Thibaut Monseigne , Fabien Lotte , Stéphanie Bioulac , Jacques Taillard , Pierre Philip Le Congrès du Sommeil, Nov 2018, Lille, France. Conference poster hal-01947700v1
	Exploring adaptive BCI methods to favour user learning and flow state Jelena Mladenovic , Jérémie Mattout , Fabien Lotte Journée Jeunes Chercheurs en Interfaces Cerveau Ordinateur et Neurofeedback (JJC-ICON), Jun 2017, Bordeaux, France Conference poster hal-01542513v1
	What are the best motor tasks to use and calibrate SensoriMotor Rhythm Neurofeedback and Brain-Computer Interfaces? A preliminary case study Fabien Lotte , Andrzej Cichocki rtFIN 2017 - Real-time functional Imaging and Neurofeedback conference, Nov 2017, Nara, Japan. , pp.1-2 Conference poster hal-01656745v1
	Spatial Abilities Play a Major Role in BCI Performance Camille Jeunet , Fabien Lotte , Martin Hachet , Sriram Subramanian , Bernard N'Kaoua 6th International BCI Meeting, May 2016, Asilomar, United States. 2016 Conference poster hal-01285369v1
	Why and How to Use Intelligent Tutoring Systems to Adapt MI-BCI Training to Each User Camille Jeunet , Bernard N'Kaoua , Roger N'Kambou , Fabien Lotte 6th International BCI Meeting, May 2016, Asilomar, United States. 2016 Conference poster hal-01285365v1
	EEG-fMRI neurofeedback of a motor imagery task Lorraine Perronnet , Anatole Lécuyer , Marsel Mano , Elise Bannier , Fabien Lotte Organization for Human Brain Mapping, Jun 2016, Genève, Switzerland Conference poster hal-01426182v1
	Impact of Cognitive And Personality Profiles On Motor-Imagery Based Brain-Computer Interface-Controlling Performance Camille Jeunet , Fabien Lotte , Martin Hachet , Bernard N'Kaoua 17th World Congress of Psychophysiology (IOP2014), Sep 2014, Hiroshima, Japan Conference poster hal-01088811v2
	Which factors drive successful BCI skill learning? Christian Mühl , Reinhold Scherer , Anatole Lécuyer , Lorraine Perronnet , Moritz Grosse-Wentrup 6th International BCI conference, Sep 2014, Graz, Austria Conference poster hal-01089480v1
	Conception et validation d'un protocole pour induire du stress et le mesurer dans des signaux physiologiques Camille Jeunet , Christian Mühl , Fabien Lotte 25ème conférence francophone sur l'Interaction Homme-Machine, IHM'13, Nov 2013, Bordeaux, France Conference poster hal-00879588v1

	EEG Oscillatory Correlates Of Aesthetic Experience -A Review Marc Welter , Fabien Lotte 10th International BCI Meeting Balancing Innovation and Translation, Jun 2023, Brussels, Belgium Documents associated with scientific events hal-04030297v1
	Towards an actor-based model of the neurofeedback/BCI closed-loop Côme Annicchiarico , Fabien Lotte , Jérémie Mattout CORTICO 2022 : Invasive and non invasive Brain-Computer Interfaces – A handshake over the cliff, Mar 2022, Autrans, France Documents associated with scientific events hal-03931224v1
	Towards including patient-specific factors in BCI-based post-stroke rehabilitation using artificial intelligence David Trocellier , Bernard N’kaoua , Fabien Lotte CORTICO 2022 : Invasive and non invasive Brain-Computer Interfaces – A handshake over the cliff,, Mar 2022, Autrans, France Documents associated with scientific events hal-03930167v1
	Exploring the evolution of users' subjective ratings in three Motor Imagery (MI)-based BCI sessions Aline Roc , Léna Kolodzienski , Aurélien Appriou , Thibaut Monseigne , Pauline Dreyer CORTICO 2022 : Invasive and non invasive Brain-Computer Interfaces – A handshake over the cliff, Mar 2022, Autrans, France Documents associated with scientific events hal-03936455v1
	Reviewing open challenges in Mental Tasks (MT-)based BCI user training Aline Roc , Fabien Lotte Virtual CORTICO days, Oct 2020, Virtual, France Documents associated with scientific events hal-03065258v1
	Improving EEG Neurofeedback with Advanced Machine Learning and Signal Processing tools from Brain-Computer Interfaces Research Fabien Lotte , Andrzej Cichocki rtFIN 2017 - real-time Functional Imaging and Neurofeedback conference, Nov 2017, Nara, Japan. pp.1-2 Documents associated with scientific events hal-01656747v1

	Brain-Computer Interfaces Handbook: Technological and Theoretical Advance Chang S. Nam , Anton Nijholt , Fabien Lotte CRC Press, pp.746, inPress, 9781498773430 Books hal-01655819v1
	Les interfaces cerveau-ordinateur 2 Maureen Clerc , Laurent Bougrain , Fabien Lotte Maureen Clerc; Laurent Bougrain; Fabien Lotte. ISTE, 2016, 978-1-78405-148-8 Books hal-01402544v1
	Les interfaces Cerveau-Ordinateur 1 Maureen Clerc , Laurent Bougrain , Fabien Lotte Maureen Clerc; Laurent Bougrain; Fabien Lotte. ISTE, 2016, Maureen Clerc, 978-1-78405-147-1 Books hal-01402539v1
	Brain-Computer Interfaces 1 Maureen Clerc , Laurent Bougrain , Fabien Lotte Maureen Clerc; Laurent Bougrain; Fabien Lotte. Wiley-ISTE, 2016, Maureen Clerc, 978-1-84821-826-0 Books hal-01408991v1
	Brain-Computer Interfaces 2 Maureen Clerc , Laurent Bougrain , Fabien Lotte Maureen Clerc; Laurent Bougrain; Fabien Lotte. Wiley-ISTE, 2016, Maureen Clerc Books hal-01408998v1

	Brain-Computer Interaction and Neuroergonomics Fabien Lotte , Camille Jeunet-Kelway Flavia Santoianni, Gianluca Giannini, Alessandro Ciasullo. Mind, Body, and Digital Brains, 20, Springer Nature Switzerland, pp.141-156, 2024, Integrated Science, 978-3-031-58362-9. ⟨10.1007/978-3-031-58363-6_10⟩ Book sections hal-04721871v1
	Interfaces cerveau-machine (Les) Frédéric Dehais , Fabien Lotte Dictionnaire du numérique, ISTE, A paraître Book sections hal-03519179v1
	Apprendre à contrôler une interface cerveau-ordinateur : le projet BrainConquest Fabien Lotte , Aurélien Appriou , Camille Benaroch , Pauline Dreyer , Alper Er Neurotechnologies et innovation responsable © Annales des Mines / Réalités Industrielles, pp.16-22, 2021 Book sections hal-03320878v1
	Apprendre à contrôler une interface cerveau-ordinateur Fabien Lotte , Camille Jeunet Mokrane Bouzeghoub; Jamal Daafouz; Christian Jutten. Vers le cyber-monde : Humain et numérique en interaction, CNRS édition, 2020, 978-2-271-13459-2 Book sections hal-04002174v1
	Brain–Computer Interface Contributions to Neuroergonomics Fabien Lotte , Raphaëlle N. Roy Neuroergonomics: The Brain at Work and in Everyday Life, Elsevier, pp.43-48, 2019 Book sections hal-01946095v1
	Mind the Traps! Design Guidelines for Rigorous BCI Experiments Camille Jeunet , Stefan Debener , Fabien Lotte , Jeremie Mattout , Reinhold Scherer Chang S. Nam; Anton Nijholt; Fabien Lotte. Brain–Computer Interfaces Handbook: Technological and Theoretical Advances, CRC Press pp.1-33, 2018, 9781498773430 Book sections hal-01620186v1
	Introduction: Evolution of Brain-Computer Interfaces Fabien Lotte , Chang S. Nam , Anton Nijholt Chang S. Nam; Anton Nijholt; Fabien Lotte. Brain-Computer Interfaces Handbook: Technological and Theoretical Advance, Taylor & Francis (CRC Press), pp.1-11, 2018, 9781498773430 Book sections hal-01656743v1
	A BCI challenge for the signal processing community: considering the user in the loop Fabien Lotte , Camille Jeunet , Jelena Mladenović , Bernard N'Kaoua , Léa Pillette Signal Processing and Machine Learning for Brain-Machine Interfaces, IET, pp.1-33, 2018, 978-1-78561-398-2 Book sections hal-01762573v2
	Scientific and Technical Prospects Caroline Baillard , Philippe Guillotel , Anatole Lécuyer , Fabien Lotte , Nicolas Mollet Virtual Reality and Augmented Reality: Myths and Realities, John Wiley & Sons, Inc., pp.247-288, 2018, 9781786301055. ⟨10.1002/9781119341031.ch5⟩ Book sections hal-01946504v1
	A generic framework for adaptive EEG-based BCI training and operation Jelena Mladenović , Jérémie Mattout , Fabien Lotte 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 Book sections hal-01542504v1
	Recreational Applications of OpenViBE: Brain Invaders and Use-the-Force Anton Andreev , Alexandre Barachant , Fabien Lotte , Marco Congedo 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 Book sections hal-01366873v1
	Entraîner son cerveau avec le neurofeedback Lorraine Perronnet , Anatole Lécuyer , Fabien Lotte , Maureen Clerc , Christian Barillot Maureen Clerc; Laurent Bougrain; Fabien Lotte. Les interfaces cerveau-ordinateur 1, ISTE editions, pp.277-292, 2016, 978-1-78406-147-0 Book sections hal-01413408v1
	Illustration de phénomènes électrophysiologiques avec OpenViBE Fabien Lotte , Alison Cellard Maureen Clerc; Laurent Bougrain; Fabien Lotte. Les Interfaces Cerveau-Ordinateur 2 : technologie et applications, ISTE-Wiley, 2016 Book sections hal-01417017v1
	Apprentissage humain pour les interfaces cerveau-ordinateur Camille Jeunet , Fabien Lotte , Bernard N'Kaoua Wiley; ISTE. Les Interfaces Cerveau-Ordinateur , 1, 2016, Fondements & Méthodes Book sections hal-01414106v1
	Conclusion and Perspectives Maureen Clerc , Laurent Bougrain , Fabien Lotte Brain-Computer Interfaces 2, Wiley-ISTE, 2016, 978-1-84821-963-2 Book sections hal-01409032v1
	Introduction Maureen Clerc , Laurent Bougrain , Fabien Lotte Maureen Clerc; Laurent Bougrain; Fabien Lotte. Brain-Computer Interfaces 1, Wiley-ISTE, 2016, 978-1-84821-826-0 Book sections hal-01409001v1
	Brain training with neurofeedback Lorraine Perronnet , Anatole Lécuyer , Fabien Lotte , Maureen Clerc , Christian Barillot Brain-Computer Interfaces 1, Wiley-ISTE, 2016 Book sections hal-01413424v1
	Introduction Maureen Clerc , Laurent Bougrain , Fabien Lotte Maureen Clerc; Laurent Bougrain; Fabien Lotte. Les interfaces cerveau-ordinateur 1, ISTE, 2016, Fondements et méthodes, 978-1-78405-148-8 Book sections hal-01402594v1
	Extraction de Caractéristiques du signal EEG Fabien Lotte , Marco Congedo Maureen Clerc; Laurent Bougrain; Fabien Lotte. Les Interfaces Cerveau-Ordinateur 1 : fondements et méthodes, ISTE-Wiley, 2016 Book sections hal-01417027v1
	Conclusion et perspectives Maureen Clerc , Laurent Bougrain , Fabien Lotte Les interfaces cerveau-ordinateur 2, ISTE, 2016, 978-1-78405-148-8 Book sections hal-01408972v1
	Electroencephalography (EEG)-based Brain-Computer Interfaces Fabien Lotte , Laurent Bougrain , Maureen Clerc Wiley Encyclopedia of Electrical and Electronics Engineering, Wiley, pp.44, 2015, ⟨10.1002/047134608X.W8278⟩ Book sections hal-01167515v1
	User-Centred BCI Videogame Design Emilie Loup-Escande , Fabien Lotte , Guillaume Loup , Anatole Lécuyer 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⟩ Book sections hal-01230571v1
	A Tutorial on EEG Signal Processing Techniques for Mental State Recognition in Brain-Computer Interfaces Fabien Lotte Eduardo Reck Miranda; Julien Castet. Guide to Brain-Computer Music Interfacing, Springer, 2014 Book sections hal-01055103v1
	Combining BCI with Virtual Reality: Towards New Applications and Improved BCI Fabien Lotte , Josef Faller , Christoph Guger , Yann Renard , Gert Pfurtscheller Allison, Brendan Z. and Dunne, Stephen and Leeb, Robert and Millán, José Del R. and Nijholt, Anton. Towards Practical Brain-Computer Interfaces:, Springer, 2013 Book sections hal-00735932v1

	Système d'affichage de données caractérisant l'activité cérébrale d'un individu, procédé et programme d'ordinateur associé Anatole Lécuyer , Jonathan Mercier-Ganady , Fabien Lotte , Maud Marchal France, N° de brevet: 13/63180. 2013 Patents hal-01058965v1

	Le Neurofeedback Fabien Lotte 2022 Other publications hal-03920110v1

	Towards understanding the impact of mental task execution on user's state, experience and performances Léna Kolodzienski , Aline Roc , Aurélien Appriou , Fabien Lotte 2021 Preprints, Working Papers, ... hal-03065384v1
	Learning 2-in-1: Towards Integrated EEG-fMRI-Neurofeedback Lorraine Perronnet , Anatole Lécuyer , Marsel Mano , Mathis Fleury , Giulia Lioi 2020 Preprints, Working Papers, ... hal-02522245v1
	Towards a Fully Interpretable EEG-based BCI System Fabien Lotte , Anatole Lécuyer , Cuntai Guan 2010 Preprints, Working Papers, ... inria-00504658v1

	AI in the media and creative industries Baptiste Caramiaux , Fabien Lotte , Joost Geurts , Giuseppe Amato , Malte Behrmann [Research Report] New European Media (NEM). 2019, pp.1-35 Reports hal-02125504v1

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

	Towards Usable Electroencephalography-based Brain-Computer Interfaces Fabien Lotte Computer Science [cs]. Univ. Bordeaux, 2016 Habilitation à diriger des recherches tel-01416980v1

	When HCI Meets Neurotechnologies: What You Should Know about Brain-Computer Interfaces Jérémy Frey , Camille Jeunet , Jelena Mladenovic , Léa Pillette , Fabien Lotte 3rd cycle. ACM Conference on Human Factors in Computing Systems (CHI 2017), Denver, United States. 2017 Lectures cel-01418705v1

Fabien Lotte

Publications

Large scale investigation of the effect of gender on mu rhythm suppression in motor imagery brain-computer interfaces

Open science to support replicability in neuroergonomic research

Ecological decoding of visual aesthetic preference with oscillatory electroencephalogram features—A mini-review

Modeling complex EEG data distribution on the Riemannian manifold toward outlier detection and multimodal classification

A large EEG database with users’ profile information for motor imagery brain-computer interface research

When should MI-BCI feature optimization include prior knowledge, and which one?

Riemannian channel selection for BCI with between-session non-stationarity reduction capabilities

Retrospective on the First Passive Brain-Computer Interface Competition on Cross-Session Workload Estimation

Editorial: Long Term User Training and Preparation to Succeed in a Closed-Loop BCI Competition

Experimenters Influence on Mental-Imagery based Brain-Computer Interface User Training

A review of user training methods in brain computer interfaces based on mental tasks

Long-Term BCI Training of a Tetraplegic User: Adaptive Riemannian Classifiers and User Training

Multi-Session Influence of Two Modalities of Feedback and Their Order of Presentation on MI-BCI User Training

BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification

Grand Challenges in Neurotechnology and System Neuroergonomics

A physical learning companion for Mental-Imagery BCI User Training

Editorial - Neurofeedback: a challenge for integrative clinical neurophysiological studies

Why we should systematically assess, control and report somatosensory impairments in BCI-based motor rehabilitation after stroke studies

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

Modern machine learning algorithms to classify cognitive and affective states from electroencephalography signals

Modélisation des processus cognitifs et neurophysiologiques sous-tendant l’apprentissage neurofeedback : le rôle de l’attention

Turning negative into positives! Exploiting "negative" results in Brain-Machine Interface (BMI) research

Monitoring Pilot’s Mental Workload Using ERPs and Spectral Power with a Six-Dry-Electrode EEG System in Real Flight Conditions

EEG neurofeedback research A fertile ground for psychiatry?

Workshops of the seventh international brain-computer interface meeting: not getting lost in translation

Speed of rapid serial visual presentation of pictures, numbers and words affects event-related potential-based detection accuracy

A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces: A 10-year Update

Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems

Using recent BCI literature to deepen our understanding of clinical neurofeedback: A short review

Defining and Quantifying Users' Mental Imagery-based BCI skills: a first step

Editorial: Detection and Estimation of Working Memory States and Cognitive Functions Based on Neurophysiological Measures

SEREEGA: Simulating event-related EEG activity

Riemannian approaches in Brain-Computer Interfaces: a review

A Review of Rapid Serial Visual Presentation-based Brain-Computer Interfaces

Unimodal Versus Bimodal EEG-fMRI Neurofeedback of a Motor Imagery Task

On assessing neurofeedback effects: should double-blind replace neurophysiological mechanisms?

Neurofeedback: One of today's techniques in psychiatry?

Heading for new shores! Overcoming pitfalls in BCI design

Advances in User-Training for Mental-Imagery Based BCI Control: Psychological and Cognitive Factors and their Neural Correlates

Classifying EEG Signals during Stereoscopic Visualization to Estimate Visual Comfort

EEG-based neuroergonomics for 3D user interfaces: opportunities and challenges

Why Standard Brain-Computer Interface (BCI) Training Protocols Should be Changed: An Experimental Study

Predicting Mental Imagery-Based BCI Performance from Personality, Cognitive Profile and Neurophysiological Patterns

Electrocorticographic Representations of Segmental Features in Continuous Speech

Signal processing approaches to minimize or suppress calibration time in oscillatory activity-based Brain-Computer Interfaces

Workshops of the Fifth International Brain-Computer Interface Meeting: Defining the Future

EEG-based workload estimation across affective contexts

Two Brains, One Game: Design and Evaluation of a Multi-User BCI Video Game Based on Motor Imagery

Flaws in current human training protocols for spontaneous Brain-Computer Interfaces: lessons learned from instructional design

Grâce au numérique, on peut lire dans les pensées

Les Interfaces Cerveau-Ordinateur: Conception et Utilisation en Réalité Virtuelle

Brain-Computer Interfaces: Beyond Medical Applications

Exploring Two Novel Features for EEG-based Brain-Computer Interfaces: Multifractal Cumulants and Predictive Complexity

Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms

Exploring Large Virtual Environments by Thoughts using a Brain-Computer Interface based on Motor Imagery and High-Level Commands

OpenViBE: An Open-Source Software Platform to Design, Test and Use Brain-Computer Interfaces in Real and Virtual Environments

FuRIA: An inverse Solution based Feature Extraction Algorithm using Fuzzy Set Theory for Brain-Computer Interfaces

Brain-Computer Interfaces, Virtual Reality, and Videogames

FuRIA : un nouvel algorithme d'extraction de caractéristiques pour les interfaces cerveau-ordinateur utilisant modèles inverses et modèles flous

Classifying EEG for Brain Computer Interfaces Using Gaussian Process

A review of classification algorithms for EEG-based brain–computer interfaces

Studying the Use of Fuzzy Inference Systems for Motor Imagery Classification

Classification of movement intention by spatially filtered electromagnetic inverse solutions

EEG SINGLE-TRIAL CLASSIFICATION OF VISUAL ART PREFERENCE

Machine Learning Methods for BCI: challenges, pitfalls and promises

Visual cues can bias EEG Deep Learning models

Median Nerve Stimulation to Detect Awake and Anesthetized States with Riemannian Classifiers

EEG-BASED ART INTEREST DECODING

Exploring EOG markers of fatigue during motor imagery BCI use

Averaging trajectories on the manifold of symmetric positive definite matrices

Prediction of Motor-Imagery-BCI performance using Median Nerve Stimulation

One-Class Riemannian EEG Classifier to Detect Anesthesia

Neurofeedback to improve wakefulness maintenance ability

Validating neurophysiological predictors of BCI performance on a large open source dataset

Towards Riemannian EEG classifiers to detect awake and anesthetized states using median nerve stimulation

Bayesian model of individual learning to control a motor imagery BCI

Impact of the baseline temporal selection on the ERD/ERS analysis for Motor Imagery-based BCI

Novel SPD matrix representations considering cross-frequency coupling for EEG classification using Riemannian geometry