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Fabien Lotte

217
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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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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, inPress, ⟨10.1109/TBME.2023.3295769⟩
Article dans une revue hal-04181396v1
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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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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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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⟩
Article dans une revue hal-03875469v1
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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
Brain-Computer Interfaces, 2022, 9 (2), pp.115-128. ⟨10.1080/2326263X.2022.2033073⟩
Article dans une revue hal-03920680v1
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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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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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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⟩
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
Sensors, 2021, 21, ⟨10.3390/s21175740⟩
Article dans une revue hal-03514375v1
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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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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⟩
Article dans une revue hal-02962767v1
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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
Journal of Neural Engineering, In press, 18 (1), ⟨10.1088/1741-2552/abca17⟩
Article dans une revue hal-03009841v1
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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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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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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⟩
Article dans une revue hal-02434157v1
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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
Journal of Neural Engineering, 2020, 17, pp.016054. ⟨10.1088/1741-2552/ab5d5c⟩
Article dans une revue halshs-02396876v2
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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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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⟩
Article dans une revue hal-02100934v1
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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⟩
Article dans une revue hal-02094863v2
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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
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
Brain-Computer Interfaces, 2019, 6 (4), pp.178-189. ⟨10.1080/2326263X.2019.1697143⟩
Article dans une revue hal-02375400v1
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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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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⟩
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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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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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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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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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⟩
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
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
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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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⟩
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
Frontiers in Human Neuroscience, 2017, 11, ⟨10.3389/fnhum.2017.00193⟩
Article dans une revue hal-01519755v1
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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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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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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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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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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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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⟩
Article dans une revue hal-01159163v1
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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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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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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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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
Article dans une revue hal-00965161v1
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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
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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

Grâce au numérique, on peut lire dans les pensées

Fabien Lotte
Interstices, 2013
Article dans une revue hal-00863574v1
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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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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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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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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
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
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

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
Article dans une revue hal-00675619v1
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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
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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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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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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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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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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
Communication dans un congrès hal-04428894v1
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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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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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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
Communication dans un congrès hal-04131609v1
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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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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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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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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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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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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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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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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
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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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
Communication dans un congrès hal-02611656v2
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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
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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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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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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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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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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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
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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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
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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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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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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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⟩
Communication dans un congrès hal-01484574v1
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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
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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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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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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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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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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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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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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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⟩
Communication dans un congrès hal-01695718v1
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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
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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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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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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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⟩
Communication dans un congrès hal-01159146v1
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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
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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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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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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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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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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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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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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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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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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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⟩
Communication dans un congrès hal-00743522v1
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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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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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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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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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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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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
Communication dans un congrès inria-00411284v1
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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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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 : 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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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: 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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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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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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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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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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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
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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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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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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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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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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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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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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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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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
Poster de conférence hal-02095124v1
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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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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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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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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
Poster de conférence hal-02433970v1
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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
Le Congrès du Sommeil, Nov 2018, Lille, France.
Poster de conférence hal-01947700v1
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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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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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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
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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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
Organization for Human Brain Mapping, Jun 2016, Genève, Switzerland
Poster de conférence hal-01426182v1
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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
Poster de conférence hal-01089480v1
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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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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 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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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
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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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, inPress, 9781498773430
Ouvrages hal-01655819v1
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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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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

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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Interfaces cerveau-machine (Les)

Frédéric Dehais , Fabien Lotte
Dictionnaire du numérique, ISTE, inPress
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
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 , Raphaëlle N. 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
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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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
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 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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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
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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

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
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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
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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

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

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
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

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

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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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
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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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