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Fabien Lotte

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711398
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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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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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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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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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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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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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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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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 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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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
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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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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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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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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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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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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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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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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
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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