Fabien Lotte

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Publications

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Geometry-Aware visualization of high dimensional Symmetric Positive Definite matrices

Thibault de Surrel , Sylvain Chevallier , Fabien Lotte , Florian Yger

Transactions on Machine Learning Research Journal, 2025

Article dans une revue hal-04942016v2
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Master classes of the tenth international brain–computer interface meeting: showcasing the research of BCI trainees

Stephanie Cernera , Tan Gemicioglu , Julia Berezutskaya , Richard Csaky , Maxime Verwoert et al.

Journal of Neural Engineering, 2025, 22 (2), pp.022001. ⟨10.1088/1741-2552/adb335⟩

Article dans une revue hal-05450172v1
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The NERVE-ML (neural engineering reproducibility and validity essentials for machine learning) checklist: ensuring machine learning advances neural engineering *

David E Carlson , Ricardo Chavarriaga , Yiling Liu , Fabien Lotte , Bao-Liang Lu

Journal of Neural Engineering, 2025, 22 (2), pp.021002. ⟨10.1088/1741-2552/adbfbd⟩

Article dans une revue hal-05450329v1
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Evolution of users’ subjective experience over three training sessions with an EEG Motor-Imagery Brain–Computer Interface (MI-BCI)

Aline Roc , Léna Kolodzienski , Pauline Dreyer , Aurélien Appriou , Thibaut Monseigne et al.

Brain Research, 2025, 1872, pp.150085. ⟨10.1016/j.brainres.2025.150085⟩

Article dans une revue hal-05449239v1
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Artificial Intelligence in Science and Society: the Vision of USERN

Tommaso Dorigo , Gary D Brown , Carlo Casonato , Artemi Cerdà , Joseph Ciarrochi et al.

IEEE Access, 2025, 13, pp.15993-16054. ⟨10.1109/access.2025.3529357⟩

Article dans une revue hal-04904623v1
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Reliable predictor of BCI motor imagery performance using median nerve stimulation

Valérie Marissens Cueva , Laurent Bougrain , Fabien Lotte , Sébastien Rimbert

Journal of Neural Engineering, 2025, ⟨10.1088/1741-2552/adc48d⟩

Article dans une revue hal-05016135v1
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Open science to support replicability in neuroergonomic research

Klaus Gramann , Fabien Lotte , Frederic Dehais , Hasan Ayaz , Mathias Vukelić et al.

Frontiers in Neuroergonomics, 2024, 5, pp.1459204. ⟨10.3389/fnrgo.2024.1459204⟩

Article dans une revue hal-04721878v1
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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⟩

Article dans une revue hal-04494654v1
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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 et al.

Brain-Computer Interfaces, 2024, pp.1-11. ⟨10.1080/2326263X.2024.2345449⟩

Article dans une revue hal-04674047v1
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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⟩

Article dans une revue hal-04197139v1
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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 et al.

IEEE Transactions on Biomedical Engineering, inPress, 72 (2), pp.377 - 387. ⟨10.1109/TBME.2023.3295769⟩

Article dans une revue hal-04181396v1
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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 et al.

Frontiers in Neuroergonomics, 2022, 3, ⟨10.3389/fnrgo.2022.838342⟩

Article dans une revue hal-03875469v1
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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⟩

Article dans une revue hal-03875498v1
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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⟩

Article dans une revue hal-03654590v1
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When should MI-BCI feature optimization include prior knowledge, and which one?

Camille Benaroch , Maria Sayu Yamamoto , Aline Roc , Pauline Dreyer , Camille Jeunet et al.

Brain-Computer Interfaces, 2022, 9 (2), pp.115-128. ⟨10.1080/2326263X.2022.2033073⟩

Article dans une revue hal-03920680v1
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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⟩

Article dans une revue hal-03175123v1
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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⟩

Article dans une revue hal-03142448v1
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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 et al.

Journal of Neural Engineering, 2021, 18 (1), ⟨10.1088/1741-2552/abca17⟩

Article dans une revue hal-03009841v1
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Long-Term BCI Training of a Tetraplegic User: Adaptive Riemannian Classifiers and User Training

Camille Benaroch , Khadijeh Sadatnejad , Aline Roc , Aurélien Appriou , Thibaut Monseigne et al.

Frontiers in Human Neuroscience, 2021, 15, ⟨10.3389/fnhum.2021.635653⟩

Article dans une revue hal-03175115v1
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BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification

Aurélien Appriou , Léa Pillette , David Trocellier , Dan Dutartre , Andrzej Cichocki et al.

Sensors, 2021, 21, ⟨10.3390/s21175740⟩

Article dans une revue hal-03514375v1
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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 et al.

Neuroimage-Clinical, 2020, 28, ⟨10.1016/j.nicl.2020.102417⟩

Article dans une revue hal-02962767v1
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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⟩

Article dans une revue hal-02483908v1
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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⟩

Article dans une revue hal-02436755v1
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A physical learning companion for Mental-Imagery BCI User Training

Léa Pillette , Camille Jeunet , Boris Mansencal , Roger N'Kambou , Bernard N'Kaoua et al.

International Journal of Human-Computer Studies, 2020, 136, ⟨10.1016/j.ijhcs.2019.102380⟩

Article dans une revue hal-02434157v1
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Grand Challenges in Neurotechnology and System Neuroergonomics

Stephen H Fairclough , Fabien Lotte

Frontiers in Neuroergonomics, 2020, 1, ⟨10.3389/fnrgo.2020.602504⟩

Article dans une revue hal-03033290v1
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Active inference as a unifying, generic and adaptive framework for a P300-based BCI

Jelena Mladenovic , Jérémy Frey , Mateus Joffily , Emmanuel Maby , Fabien Lotte et al.

Journal of Neural Engineering, 2020, 17, pp.016054. ⟨10.1088/1741-2552/ab5d5c⟩

Article dans une revue halshs-02396876v2
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EEG neurofeedback research A fertile ground for psychiatry?

Jean-Marie Batail , Stéphanie Bioulac , François Cabestaing , Christophe Daudet , Dominique Drapier et al.

L'Encéphale, 2019, 45 (3), pp.245-255. ⟨10.1016/j.encep.2019.02.001⟩

Article dans une revue hal-02094863v2
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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 et al.

Sensors, 2019, 19 (6), pp.1324. ⟨10.3390/s19061324⟩

Article dans une revue hal-02100934v1
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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⟩

Article dans une revue hal-02375401v1
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Workshops of the seventh international brain-computer interface meeting: not getting lost in translation

Jane Huggins , Christoph Guger , Erik Aarnoutse , Brendan Allison , Charles Anderson et al.

Brain-Computer Interfaces, 2019, 6 (3), pp.71-101. ⟨10.1080/2326263X.2019.1697163⟩

Article dans une revue hal-02433046v1

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⟩

Article dans une revue hal-02167229v1
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Turning negative into positives! Exploiting "negative" results in Brain-Machine Interface (BMI) research

Fabien Lotte , Camille Jeunet , Ricardo Chavarriaga , Laurent Bougrain , Dave Thompson et al.

Brain-Computer Interfaces, 2019, 6 (4), pp.178-189. ⟨10.1080/2326263X.2019.1697143⟩

Article dans une revue hal-02375400v1
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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⟩

Article dans une revue hal-01846434v1
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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⟩

Article dans une revue hal-01728767v1
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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

Article dans une revue hal-01946076v1
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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

Article dans une revue hal-01946130v1
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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 et al.

Journal of Neural Engineering, 2018, 15 (3), pp.55. ⟨10.1088/1741-2552/aab2f2⟩

Article dans une revue hal-01846433v1
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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⟩

Article dans une revue hal-01908759v1
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On assessing neurofeedback effects: should double-blind replace neurophysiological mechanisms?

Thomas Fovet , Jean-Arthur Micoulaud-Franchi , François-Benoît Vialatte , Fabien Lotte , Christophe Daudet et al.

Brain - A Journal of Neurology , 2017, 140 (10), pp.e63. ⟨10.1093/brain/awx211⟩

Article dans une revue hal-01658935v1
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Unimodal Versus Bimodal EEG-fMRI Neurofeedback of a Motor Imagery Task

Lorraine Perronnet , Anatole Lécuyer , Marsel Mano , Elise Bannier , Fabien Lotte et al.

Frontiers in Human Neuroscience, 2017, 11, ⟨10.3389/fnhum.2017.00193⟩

Article dans une revue hal-01519755v1
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A Review of Rapid Serial Visual Presentation-based Brain-Computer Interfaces

Stephanie Lees , Natalie Dayan , Hubert Cecotti , Paul Mccullagh , Liam Maguire et al.

Journal of Neural Engineering, 2017, pp.1-39. ⟨10.1088/1741-2552/aa9817⟩

Article dans une revue hal-01657643v1
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Riemannian approaches in Brain-Computer Interfaces: a review

Florian Yger , Maxime Berar , Fabien Lotte

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2017, ⟨10.1109/TNSRE.2016.2627016⟩

Article dans une revue hal-01394253v1
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Neurofeedback: One of today's techniques in psychiatry?

Martijn Arns , Jean-Marie Batail , Stéphanie Bioulac , Marco Congedo , Christophe Daudet et al.

L'Encéphale, 2017, 43 (2), pp.135-145. ⟨10.1016/j.encep.2016.11.003⟩

Article dans une revue hal-01415897v1
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EEG-based neuroergonomics for 3D user interfaces: opportunities and challenges

Jérémy Frey , Martin Hachet , Fabien Lotte

Le travail humain, 2016

Article dans une revue hal-01394254v1
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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

Article dans une revue hal-01302154v1
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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⟩

Article dans une revue hal-01222045v1
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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

Article dans une revue hal-01302138v2
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Heading for new shores! Overcoming pitfalls in BCI design

Ricardo Chavarriaga , Melanie Fried-Oken , Sonja Kleih , Fabien Lotte , Reinhold Scherer

Brain-Computer Interfaces, 2016

Article dans une revue hal-01415906v1
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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⟩

Article dans une revue hal-01177685v2
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Electrocorticographic Representations of Segmental Features in Continuous Speech

Fabien Lotte , Jonathan Brumberg , Peter Brunner , Aysegul Gunduz , Anthony L. Ritaccio et al.

Frontiers in Human Neuroscience, 2015, 9 (97), pp.27. ⟨10.3389/fnhum.2015.00097⟩

Article dans une revue hal-01159163v1
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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

Article dans une revue hal-01159171v1
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Workshops of the Fifth International Brain-Computer Interface Meeting: Defining the Future

Jane E. Huggins , Christoph Guger , Brendan Allison , Charles W. Anderson , Aaron Batista et al.

Brain-Computer Interfaces, 2014, 1 (1), pp.27-49

Article dans une revue hal-00965161v1
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EEG-based workload estimation across affective contexts

Christian Mühl , Camille Jeunet , Fabien Lotte

Frontiers in Neuroscience, 2014, 8 (114)

Article dans une revue hal-01006511v1
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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

Article dans une revue hal-00784886v1

Grâce au numérique, on peut lire dans les pensées

Fabien Lotte

Interstices, 2013

Article dans une revue hal-00863574v1
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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⟩

Article dans une revue hal-00862716v1
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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⟩

Article dans une revue inria-00632546v1
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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⟩

Article dans une revue hal-00688344v1
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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

Article dans une revue hal-00659822v2
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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

Article dans une revue inria-00476820v4
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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 et al.

Presence: Teleoperators and Virtual Environments, 2010, 19 (1), pp.35-53. ⟨10.1162/pres.19.1.35⟩

Article dans une revue hal-00477153v1
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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 et al.

Presence: Teleoperators and Virtual Environments, 2010, 19 (1), pp.54-70

Article dans une revue inria-00445614v1
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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

Article dans une revue inria-00368282v1
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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

Article dans une revue inria-00310552v1

Brain-Computer Interfaces, Virtual Reality, and Videogames

Anatole Lécuyer , Fabien Lotte , Richard B. Reilly , Robert Leeb , Michitaka Hirose et al.

Computer, 2008, 41 (10), pp.66-72

Article dans une revue hal-00675619v1
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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

Article dans une revue inria-00134966v3
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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

Article dans une revue inria-00134958v2
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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

Article dans une revue inria-00134950v1
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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⟩

Article dans une revue inria-00134948v1
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Optimizing Median Nerve Stimulation-based BCI: Impact of Timing and Intensity on ERD/ERS

Loïc Bechon , Fabien Lotte , Stéphanie Fleck , Sébastien Rimbert

Journées CORTICO 2025 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2025, Lyon, France

Communication dans un congrès hal-05116376v1
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Passive Neuroart BCI for Health: A Perspective

Marc Welter , Tomasz Maciej Rutkowski , Fabien Lotte

BCI 2025 - 11th International BCI Meeting, Jun 2025, Banff, Canada

Communication dans un congrès hal-05449194v1
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From Post-Median Nerve Stimulation ERD to MI-BCI Expertise Prediction

Valérie Marissens Cueva , Fabien Lotte , Laurent Bougrain , Sébastien Rimbert

BCI 2025 - 13th International Winter Conference on Brain-Computer Interface, Feb 2025, Seoul, South Korea. pp.1-6, ⟨10.1109/BCI65088.2025.10931645⟩

Communication dans un congrès hal-04981146v1
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Riemannian fusions of EEG-based features for motor imagery detection under propofol sedation

Valérie Marissens Cueva , Camilla Mannino , Marie-Constance Corsi , Fabien Lotte , Sébastien Rimbert et al.

MLSP 2025 - IEEE International Workshop on Machine Learning for Signal Processing, Aug 2025, Istanbul, Turkey

Communication dans un congrès hal-05247041v1
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Quantifying Inter-and Intra-Subject Variability of Sensorimotor Desynchronization Induced by Median Nerve Stimulation and Motor Imagery for BCI

Valérie Marissens Cueva , Fabien Lotte , Laurent Bougrain , Sébastien Rimbert

EMBS 2025 - 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jul 2025, Copenhague, Denmark

Communication dans un congrès hal-05195827v1
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Median nerve stimulation to predict MI-BCI performances

Valérie Marissens Cueva , Laurent Bougrain , Fabien Lotte , Sébastien Rimbert

Journées CORTICO 2025 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, https://www.cortico.fr/journees-cortico-2025/, May 2025, Lyon, France

Communication dans un congrès hal-05114777v1
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BCI classifiers integrating measures of variability factors: a mini-review

David Trocellier , Bernard N'Kaoua , Fabien Lotte

NeuroAdaptive Technology Conference 2025 (NAT'25), Apr 2025, Berlin, Germany

Communication dans un congrès hal-05159681v1
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A probabilistic view on Riemannian machine learning models for SPD matrices

Thibault de Surrel , Florian Yger , Fabien Lotte , Sylvain Chevallier

GSI 2025 - 7th International Conference on Geometric Science of Information, Oct 2025, Saint Malo, France. pp.142-151, ⟨10.1007/978-3-032-03924-8_15⟩

Communication dans un congrès hal-05343695v1
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Toward understanding intra-user variability in BCI : a multi-session, multi-context experimental protocol

Pauline Dreyer , Manon Bourdil , Raphaëlle N Roy , Fabien Lotte

CORTICO 2025 - Journées COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, Cortico, May 2025, Lyon, France

Communication dans un congrès hal-05151171v1
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Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices

Thibault de Surrel , Fabien Lotte , Sylvain Chevallier , Florian Yger

ICML 2025 - 42nd International Conference on Machine Learning, Jul 2025, Vancouver, Canada

Communication dans un congrès hal-05158268v1
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Physiological Single trial decoding of art interest

Marc Welter , Axel Bouneau , Martinez Jesus Casal , Redmond Erin , Jonathan Baum et al.

NAT 2025 - NeuroAdaptive Technolgy Conference, Apr 2025, Berlin, Germany

Communication dans un congrès hal-05449184v1
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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 et al.

Journées CORTICO 2024 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, https://cortico.fr/, May 2024, Nancy, France

Communication dans un congrès hal-04570975v1
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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. ⟨10.23919/EUSIPCO63174.2024.10715315⟩

Communication dans un congrès hal-04708878v1
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Exploring EOG markers of fatigue during motor imagery BCI use

Pauline Dreyer , Aline Roc , David Trocellier , Marc Welter , Raphaëlle N Roy et al.

INE - 9th Graz BCI Conference 2024, Sep 2024, Graz, Austria

Communication dans un congrès hal-04706552v1
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EEG-BASED ART INTEREST DECODING

Marc Welter , J Casal Martínez , E Redmond , Jonathan Baum , Tomas Ward et al.

Neuroergonomics Conference 2024, Jul 2024, Bordeaux, France

Communication dans un congrès hal-04638039v1
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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

Communication dans un congrès hal-04651337v1
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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⟩

Communication dans un congrès hal-04725503v1
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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 et al.

9th International Graz Brain-Computer Interface Conference 2024, Sep 2024, Graz, Austria. ⟨10.3217/978-3-99161-014-4-017⟩

Communication dans un congrès hal-04634725v1
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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 et al.

17th World Sleep Congress, Oct 2023, Rio de Janeiro, Brazil. pp.S77, ⟨10.1016/j.sleep.2023.11.244⟩

Communication dans un congrès hal-04721841v1
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EEG single-trial decoding of visual art preference

Marc Welter , J Casal Martínez , E Redmond , Jonathan Baum , Tomas Ward et al.

Graz BCI 2024 - 9th International Graz Brain-Computer Interface Conference, Sep 2024, Graz, Austria

Communication dans un congrès hal-04746676v1
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EEG SINGLE-TRIAL CLASSIFICATION OF VISUAL ART PREFERENCE

Marc Welter , J Casal Martínez , E Redmond , Jonathan Baum , Tomas Ward et al.

Journées CORTICO 2024 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2024, Nancy, France

Communication dans un congrès hal-04579220v1

Challenges towards automated art presentation brain-computer-interfaces

Marc Welter , Muhammad Ahsan , Tomás Ward , Fabien Lotte

VSAC 2024 - Visual Science of Art Conference, Aug 2024, Aberdeen, Scotland, United Kingdom

Communication dans un congrès hal-04909329v1
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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

Communication dans un congrès hal-04720583v1
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One-Class Riemannian EEG Classifier to Detect Anesthesia

Valérie Marissens Cueva , Sébastien Rimbert , Ana Maria Cebolla Alvarez , Mathieu Petieau , Iraj Hashemi et al.

5th International Neuroergonomics Conference 2024, Jul 2024, Bordeaux, France

Communication dans un congrès hal-04634709v1
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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. pp.1-6, ⟨10.1109/BCI60775.2024.10480512⟩

Communication dans un congrès hal-04428894v1
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Neurofeedback to improve wakefulness maintenance ability

Marie Pelou , Poeiti Abi-Saab , Thibaut Monseigne , Camille Jeunet-Kelway , Fabien Lotte et al.

NEC 2024 - 5th International Neuroergonomics Conference, Jul 2024, Bordeaux, France

Communication dans un congrès hal-04721899v1
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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

Communication dans un congrès hal-04696176v1
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Riemannian ElectroCardioGraphic signal classification

Aurélien Appriou , Fabien Lotte

LAWCN 2023 - IV Latin-American Workshop on Computational Neuroscience, Nov 2023, Envigado, Colombia

Communication dans un congrès hal-04372193v1
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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. ⟨10.23919/EUSIPCO58844.2023.10290043⟩

Communication dans un congrès hal-04131609v1
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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

Communication dans un congrès hal-04077693v1
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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

Communication dans un congrès hal-03740256v1
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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⟩

Communication dans un congrès hal-03641137v2
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Modeling subject perception and behaviour during neurofeedback training

Côme Annicchiarico , Fabien Lotte , Jérémie Mattout

NAT 2022 – 3rd Neuroadaptive Technology Conference, Oct 2022, Lubenaü, Germany

Communication dans un congrès hal-03931259v1
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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

Communication dans un congrès hal-03634491v2
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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

Communication dans un congrès hal-03930136v1
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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

Communication dans un congrès hal-03787060v1
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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

Communication dans un congrès hal-03290293v1
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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

Communication dans un congrès hal-03519652v1
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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

Communication dans un congrès hal-03147055v1
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Biased feedback influences learning of Motor Imagery BCI

Jelena Mladenović , Jérémy Frey , Jeremie Mattout , Fabien Lotte

International BCI Meeting, Jun 2020, Bruxelles, Belgium

Communication dans un congrès hal-02902542v1
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Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering

Maria Sayu Yamamoto , Khadijeh Sadatnejad , Toshihisa Tanaka , Md. Rabiul Islam , Yuichi Tanaka et al.

EMBC'2020 - 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, Jul 2020, Montréal, Canada

Communication dans un congrès hal-02611656v2
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Channel selection over riemannian manifold with non-stationarity consideration for brain-computer interface applications

Khadijeh Sadatnejad , Aline Roc , Léa Pillette , Aurélien Appriou , Thibaut Monseigne et al.

ICASSP2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain

Communication dans un congrès hal-02474460v1

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

Communication dans un congrès hal-03082849v1

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

Communication dans un congrès hal-03081767v1
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Towards measuring states of epistemic curiosity through electroencephalographic signals

Aurélien Appriou , Jessy Ceha , Smeety Pramij , Dan Dutartre , Edith Law et al.

IEEE SMC 2020 - IEEE International conference on Systems, Man and Cybernetics, Oct 2020, Toronto / Virtual, Canada

Communication dans un congrès hal-02971795v1
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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

Communication dans un congrès hal-02971802v1
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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

Communication dans un congrès hal-02111581v1
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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

Communication dans un congrès hal-01924646v2
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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

Communication dans un congrès hal-02128898v2
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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

Communication dans un congrès hal-02130755v1
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Monitoring auditory attention with a 6 dry-electrode EEG system in real flight conditions

Frédéric Dehais , Alban Duprès , Sébastien Scannella , Fabien Lotte , Raphaelle Roy

2nd International Neuroergonomics conference, Jul 2018, Philadelphia, United States

Communication dans un congrès hal-01849104v1
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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

Communication dans un congrès hal-01763019v1
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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

Communication dans un congrès hal-01762978v1
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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⟩

Communication dans un congrès hal-01849055v1
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Neural Mechanisms of Social Emotion Perception: An EEG Hyper-scanning Study

Li Zhu , Fabien Lotte , Gaochao Cui , Junhua Li , Changle Zhou et al.

Cyberworlds 2018, Oct 2018, Singapore, Singapore

Communication dans un congrès hal-01863881v1
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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

Communication dans un congrès hal-01762612v3
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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

Communication dans un congrès hal-01519478v1
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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

Communication dans un congrès hal-01527748v1
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Scientific Outreach with Teegi, a Tangible EEG Interface to Talk about Neurotechnologies

Jérémy Frey , Renaud Gervais , Thibault Lainé , Maxime Duluc , Hugo Germain et al.

CHI '17 Interactivity - SIGCHI Conference on Human Factors in Computing System, May 2017, Denver, United States. ⟨10.1145/3027063.3052971⟩

Communication dans un congrès hal-01484574v1
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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

Communication dans un congrès hal-01527752v1
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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

Communication dans un congrès hal-01655755v2
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PEANUT: Personalised Emotional Agent for Neurotechnology User-Training

Léa Pillette , Camille Jeunet , Boris Mansencal , Roger N 'Kambou , Bernard N 'Kaoua et al.

7th International BCI Conference, Sep 2017, Graz, Austria. ⟨10.3217/978-3-85125-533-1-76⟩

Communication dans un congrès hal-01519480v1
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Towards a cognitive model of MI-BCI user training

Camille Jeunet , Bernard N'Kaoua , Fabien Lotte

International Graz BCI Conference , Sep 2017, Graz, Austria

Communication dans un congrès hal-01519476v1
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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⟩

Communication dans un congrès hal-01215499v1
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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

Communication dans un congrès hal-01341042v1
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Recent advances in EEG-based neuroergonomics for Human-Computer Interaction

Jérémy Frey , Martin Hachet , Fabien Lotte

1st International Neuroergonomics conference, Oct 2016, Paris, France

Communication dans un congrès hal-01394255v1
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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⟩

Communication dans un congrès hal-01251014v1
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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

Communication dans un congrès hal-01182728v1
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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⟩

Communication dans un congrès hal-01157890v1
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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

Communication dans un congrès hal-01179329v1
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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 et al.

15th Human-Computer Interaction (INTERACT), Sep 2015, Bamberg, Germany. pp.488-505, ⟨10.1007/978-3-319-22701-6_36⟩

Communication dans un congrès hal-01159146v1
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Synthetic Evidential Study as Augmented Collective Thought Process − Preliminary Report

Toyoaki Nishida , Masakazu Abe , Takashi Ookaki , Divesh Lala , Sutasinee Thovuttikul et al.

Asian Conference on Intelligent Information and Database Systems (ACIIDS), Mar 2015, Bali, Indonesia. pp.13-22, ⟨10.1007/978-3-319-15702-3_2⟩

Communication dans un congrès hal-01695718v1
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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

Communication dans un congrès hal-01111843v1
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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 et al.

15th Human-Computer Interaction (INTERACT), Sep 2015, Bamberg, Germany. pp.472-487, ⟨10.1007/978-3-319-22668-2_35⟩

Communication dans un congrès hal-01157896v1
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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

Communication dans un congrès hal-01162415v1
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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⟩

Communication dans un congrès hal-00881756v1
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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

Communication dans un congrès hal-01052681v1
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How Well Can We Learn With Standard BCI Training Approaches? A Pilot Study.

Camille Jeunet , Alison Cellard , Sriram Subramanian , Martin Hachet , Bernard N'Kaoua et al.

6th International Brain-Computer Interface Conference, Sep 2014, Graz, Austria

Communication dans un congrès hal-01052692v1
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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⟩

Communication dans un congrès hal-00982782v1
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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⟩

Communication dans un congrès hal-01025621v1
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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

Communication dans un congrès hal-00879966v1
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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

Communication dans un congrès hal-01053189v1
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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

Communication dans un congrès hal-00802403v1
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Augmented Iterations: Integrating Neural Activity in Evolutionary Computation for Design

Pierre Cutellic , Fabien Lotte

eCAADe 2013, Sep 2013, Delft, Netherlands

Communication dans un congrès hal-00843050v1
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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 et al.

VRST'2012 - ACM symposium on Virtual Reality Software and Technology, Dec 2012, Toronto, Canada. pp.113-120, ⟨10.1145/2407336.2407359⟩

Communication dans un congrès hal-00743522v1
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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

Communication dans un congrès hal-00717617v1
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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

Communication dans un congrès hal-00671361v2
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On the need for alternative feedback training approaches for BCI

Fabien Lotte

Berlin Brain-Computer Interface Workshop, Sep 2012, Berlin, Germany

Communication dans un congrès hal-00834391v1
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Brain-Computer Interfaces for 3D Games: Hype or Hope?

Fabien Lotte

Foundations of Digital Games (FDG'2011), Jun 2011, Bordeaux, France. pp.325-327

Communication dans un congrès inria-00591574v1
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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

Communication dans un congrès inria-00634549v1
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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⟩

Communication dans un congrès inria-00609161v1
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Generating Artificial EEG Signals To Reduce BCI Calibration Time

Fabien Lotte

5th International Brain-Computer Interface Workshop, Sep 2011, Graz, Austria. pp.176-179

Communication dans un congrès inria-00599325v1
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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

Communication dans un congrès inria-00447435v3
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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

Communication dans un congrès inria-00441670v1
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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

Communication dans un congrès inria-00396399v1
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Towards Ambulatory Brain-Computer Interfaces: A Pilot Study with P300 Signals

Fabien Lotte , Junya Fujisawa , Hideaki Touyama , Rika Ito , Hirose Michitaka et al.

5th Advances in Computer Entertainment Technology Conference (ACE), 2009, Athens, Greece. pp.336-339

Communication dans un congrès inria-00411284v1
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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

Communication dans un congrès inria-00430563v1
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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

Communication dans un congrès inria-00304340v1
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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

Communication dans un congrès inria-00310878v1
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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

Communication dans un congrès inria-00134961v1
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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

Communication dans un congrès inria-00180165v2
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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

Communication dans un congrès inria-00134971v3
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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

Communication dans un congrès inria-00134951v1
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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

Communication dans un congrès inria-00134956v1
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BRAINKART : A tangible open-source fast calibration BCI for science popularisation

David Trocellier , Juliette Meunier , Loïc Bechon , Philomène Motti , Bernard N'Kaoua et al.

CORTICO 2025 - Journées pour le COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2025, Lyon, France

Poster de conférence hal-05139405v1
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Building a taxonomy of variability factors in active BCI

Pauline Dreyer , Raphaëlle N Roy , Fabien Lotte

BCI 2025 - 11th International BCI Meeting Building Momentum: Fostering Collaboration in BCI, Jun 2025, Banff, Canada.

Poster de conférence hal-05151145v1
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Towards a protocol to find neurophysiological markers of collaborations

Juliette Meunier , Sébastien Rimbert , Arnaud Prouzeau , Fabien Lotte

CORTICO 2025 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2025, Lyon, France

Poster de conférence hal-05069081v1
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Benchmarking one-class Riemannian EEG classifiers to detect wakefulness under general anesthesia

Valérie Marissens Cueva , Sébastien Rimbert , Ana Maria Cebolla Alvarez , Guy Cheron , Claude Meistelman et al.

BCI 2025 - 11th International BCI Meeting, Jun 2025, Banff, Canada

Poster de conférence hal-05114824v1
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Investigating EOG markers of fatigue during motor imagery BCI tasks

Pauline Dreyer , Aline Roc , David Trocellier , Marc Welter , Raphaëlle N Roy et al.

Cortico 2024 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2024, Nancy, France

Poster de conférence hal-04579558v1
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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⟩

Poster de conférence hal-04181391v1
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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

Poster de conférence hal-04118675v1
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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

Poster de conférence hal-04031671v1
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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

Poster de conférence hal-04125216v1
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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

Poster de conférence hal-04125666v1
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Does Gender Matter in Motor Imagery BCIs?

Maryam Alimardani , Valentina Gamboa von Groll , Nikki Leeuwis , Sébastien Rimbert , Aline Roc et al.

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⟩

Poster de conférence hal-04126907v1
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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

Poster de conférence hal-03914349v1
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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

Poster de conférence hal-03931339v1
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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

Poster de conférence hal-03651863v1
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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

Poster de conférence hal-03457541v1
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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

Poster de conférence hal-03457549v1
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MI-BCI Performances correlate with subject-specific frequency band characteristics

Camille Benaroch , Camille Jeunet , Fabien Lotte

8th International BCI Meeting, Jun 2021, Online, Belgium

Poster de conférence hal-03270057v1
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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

Poster de conférence hal-03294731v1
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Assessing a new form of BCI user learning

Khadijeh Sadatnejad , Fabien Lotte

International Virtual BCI Meeting, Jun 2021, online, Belgium

Poster de conférence hal-03518488v1
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Impact of MI-BCI feedback for post-stroke and neurotypical people

Léa Pillette , Bertrand Glize , Bernard N'Kaoua , Pierre-Alain Joseph , Camille Jeunet et al.

Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2019), Mar 2019, Lille, France

Poster de conférence hal-02095124v1
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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

Poster de conférence hal-02432446v1
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Inria Research & Development for the Cybathlon BCI series

Fabien Lotte , Maureen Clerc , Aurélien Appriou , Amandine Audino , Camille Benaroch et al.

8th Graz Brain-Computer Interface Conference 2019, Sep 2019, Graz, Austria. 2019

Poster de conférence hal-02433970v1
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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

Poster de conférence hal-02095113v1
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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

Poster de conférence hal-02434249v1
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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

Poster de conférence hal-02432459v1
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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 et al.

Le Congrès du Sommeil, Nov 2018, Lille, France.

Poster de conférence hal-01947700v1
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Active Inference for Adaptive BCI: application to the P300 Speller

Jelena Mladenović , Jérémy Frey , Emmanuel Maby , Mateus Joffily , Fabien Lotte et al.

International BCI meeting, May 2018, Asilomar, United States. , 2018

Poster de conférence hal-01796754v1
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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

Poster de conférence hal-01847280v1
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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

Poster de conférence hal-01762946v1
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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

Poster de conférence hal-01849072v1
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Can transfer learning across motor tasks improve motor imagery BCI?

Fabien Lotte , Andrzej Cichocki

International BCI Meeting 2018, May 2018, Monterey, United States

Poster de conférence hal-01762585v1
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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

Poster de conférence hal-01849077v1
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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

Poster de conférence hal-01542513v1
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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

Poster de conférence hal-01656745v1
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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

Poster de conférence hal-01285369v1
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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

Poster de conférence hal-01285365v1
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EEG-fMRI neurofeedback of a motor imagery task

Lorraine Perronnet , Anatole Lécuyer , Marsel Mano , Elise Bannier , Fabien Lotte et al.

Organization for Human Brain Mapping, Jun 2016, Genève, Switzerland

Poster de conférence hal-01426182v1
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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

Poster de conférence hal-01088811v2
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Which factors drive successful BCI skill learning?

Christian Mühl , Reinhold Scherer , Anatole Lécuyer , Lorraine Perronnet , Moritz Grosse-Wentrup et al.

6th International BCI conference, Sep 2014, Graz, Austria

Poster de conférence hal-01089480v1
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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

Poster de conférence hal-00879588v1
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EEG Oscillatory Correlates Of Aesthetic Experience -A Review

Marc Welter , Fabien Lotte

10th International BCI Meeting Balancing Innovation and Translation, Jun 2023, Brussels, Belgium

Document associé à des manifestations scientifiques hal-04030297v1
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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

Document associé à des manifestations scientifiques hal-03930167v1
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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 et al.

CORTICO 2022 : Invasive and non invasive Brain-Computer Interfaces – A handshake over the cliff, Mar 2022, Autrans, France

Document associé à des manifestations scientifiques hal-03936455v1
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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

Document associé à des manifestations scientifiques hal-03931224v1
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Reviewing open challenges in Mental Tasks (MT-)based BCI user training

Aline Roc , Fabien Lotte

Virtual CORTICO days, Oct 2020, Virtual, France

Document associé à des manifestations scientifiques hal-03065258v1
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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

Document associé à des manifestations scientifiques hal-01656747v1

Brain-Computer Interfaces Handbook: Technological and Theoretical Advance

Chang S. Nam , Anton Nijholt , Fabien Lotte

CRC Press, pp.746, In press, 9781498773430

Ouvrages hal-01655819v1

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

Ouvrages hal-01408991v1
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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

Ouvrages hal-01402539v1
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Les interfaces cerveau-ordinateur 2

Maureen Clerc , Laurent Bougrain , Fabien Lotte

Maureen Clerc; Laurent Bougrain; Fabien Lotte. ISTE, 2016, 978-1-78405-148-8

Ouvrages hal-01402544v1

Brain-Computer Interfaces 2

Maureen Clerc , Laurent Bougrain , Fabien Lotte

Maureen Clerc; Laurent Bougrain; Fabien Lotte. Wiley-ISTE, 2016, Maureen Clerc

Ouvrages hal-01408998v1
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How to build a brain–computer interface from beginning to end

Fabien Lotte , Pauline Dreyer , Sébastien Rimbert , David Trocellier , Marc Welter

Neural Interfaces, Elsevier, pp.115-141, 2025, 978-0-443-24824-5. ⟨10.1016/B978-0-443-24824-5.00004-1⟩

Chapitre d'ouvrage hal-05233732v1
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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⟩

Chapitre d'ouvrage hal-04721871v1
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Interfaces cerveau-machine (Les)

Frédéric Dehais , Fabien Lotte

Dictionnaire du numérique, ISTE, A paraître

Chapitre d'ouvrage hal-03519179v1
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Apprendre à contrôler une interface cerveau-ordinateur : le projet BrainConquest

Fabien Lotte , Aurélien Appriou , Camille Benaroch , Pauline Dreyer , Alper Er et al.

Neurotechnologies et innovation responsable © Annales des Mines / Réalités Industrielles, pp.16-22, 2021

Chapitre d'ouvrage hal-03320878v1
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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

Chapitre d'ouvrage hal-04002174v1
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Brain–Computer Interface Contributions to Neuroergonomics

Fabien Lotte , Raphaelle Roy

Neuroergonomics: The Brain at Work and in Everyday Life, Elsevier, pp.43-48, 2019

Chapitre d'ouvrage hal-01946095v1

Scientific and Technical Prospects

Caroline Baillard , Philippe Guillotel , Anatole Lécuyer , Fabien Lotte , Nicolas Mollet et al.

Virtual Reality and Augmented Reality: Myths and Realities, John Wiley & Sons, Inc., pp.247-288, 2018, 9781786301055. ⟨10.1002/9781119341031.ch5⟩

Chapitre d'ouvrage hal-01946504v1
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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

Chapitre d'ouvrage hal-01762573v2
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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

Chapitre d'ouvrage hal-01656743v1
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Mind the Traps! Design Guidelines for Rigorous BCI Experiments

Camille Jeunet , Stefan Debener , Fabien Lotte , Jeremie Mattout , Reinhold Scherer et al.

Chang S. Nam; Anton Nijholt; Fabien Lotte. Brain–Computer Interfaces Handbook: Technological and Theoretical Advances, CRC Press pp.1-33, 2018, 9781498773430

Chapitre d'ouvrage hal-01620186v1
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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

Chapitre d'ouvrage hal-01542504v1

Brain training with neurofeedback

Lorraine Perronnet , Anatole Lécuyer , Fabien Lotte , Maureen Clerc , Christian Barillot

Brain-Computer Interfaces 1, Wiley-ISTE, 2016

Chapitre d'ouvrage hal-01413424v1

Conclusion et perspectives

Maureen Clerc , Laurent Bougrain , Fabien Lotte

Les interfaces cerveau-ordinateur 2, ISTE, 2016, 978-1-78405-148-8

Chapitre d'ouvrage hal-01408972v1

Conclusion and Perspectives

Maureen Clerc , Laurent Bougrain , Fabien Lotte

Brain-Computer Interfaces 2, Wiley-ISTE, 2016, 978-1-84821-963-2

Chapitre d'ouvrage hal-01409032v1

Introduction of the book "Brain-Computer Interfaces 1

Maureen Clerc , Laurent Bougrain , Fabien Lotte

Maureen Clerc; Laurent Bougrain; Fabien Lotte. Brain-Computer Interfaces 1, Wiley-ISTE, 2016, 978-1-84821-826-0

Chapitre d'ouvrage hal-01409001v1
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Apprentissage humain pour les interfaces cerveau-ordinateur

Camille Jeunet , Fabien Lotte , Bernard N'Kaoua

Wiley; ISTE. Les Interfaces Cerveau-Ordinateur , 1, 2016, Fondements & Méthodes

Chapitre d'ouvrage hal-01414106v1
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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

Chapitre d'ouvrage hal-01417017v1

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

Chapitre d'ouvrage hal-01413408v1
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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

Chapitre d'ouvrage hal-01366873v1

Introduction of the book "Les interfaces cerveau-ordinateur 1

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

Chapitre d'ouvrage hal-01402594v1
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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

Chapitre d'ouvrage hal-01417027v1
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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⟩

Chapitre d'ouvrage hal-01167515v1
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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⟩

Chapitre d'ouvrage hal-01230571v1
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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

Chapitre d'ouvrage hal-01055103v1
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Combining BCI with Virtual Reality: Towards New Applications and Improved BCI

Fabien Lotte , Josef Faller , Christoph Guger , Yann Renard , Gert Pfurtscheller et al.

Allison, Brendan Z. and Dunne, Stephen and Leeb, Robert and Millán, José Del R. and Nijholt, Anton. Towards Practical Brain-Computer Interfaces:, Springer, 2013

Chapitre d'ouvrage hal-00735932v1
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Le Neurofeedback

Fabien Lotte

2022

Autre publication scientifique hal-03920110v1
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AI in the media and creative industries

Baptiste Caramiaux , Fabien Lotte , Joost Geurts , Giuseppe Amato , Malte Behrmann et al.

[Research Report] New European Media (NEM). 2019, pp.1-35

Rapport (rapport de recherche) hal-02125504v1
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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

Cours cel-01418705v1