Fabien Lotte
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Documents
Publications
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Riemannian ElectroCardioGraphic signal classificationLAWCN 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 BCIEMBC 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 resultsEMBC 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
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ERD modulations during motor imageries relate to users’ traits and BCI performancesEMBC 2022 - 44th International Engineering in Medicine and Biology Conference, Jul 2022, Glasgow, United Kingdom
Communication dans un congrès
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Simple Probabilistic Data-driven Model for Adaptive BCI FeedbackNAT 2022 - 3rd Neuroadaptive Technology Conference, Oct 2022, Lubenaü, Germany
Communication dans un congrès
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Identifying factors influencing the outcome of BCI-based post stroke motor rehabilitation towards its personalization with Artificial IntelligenceMetroXRAINE 2022 – IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence, and Neural Engineering, Oct 2022, Rome, Italy
Communication dans un congrès
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Guidelines to use Transfer Learning for Motor Imagery Detection: an experimental studyNER 2021 - 10th International IEEE/EMBS Conference on Neural Engineering, May 2021, Virtual, United States
Communication dans un congrès
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Channel selection over riemannian manifold with non-stationarity consideration for brain-computer interface applicationsICASSP2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain
Communication dans un congrès
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Assessing The Relevance Of Neurophysiological Patterns To Predict Motor Imagery-based BCI Users' PerformanceIEEE SMC 2020 - IEEE International conference on Systems, Man and Cybernetics, Oct 2020, Toronto / Virtual, Canada
Communication dans un congrès
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Towards measuring states of epistemic curiosity through electroencephalographic signalsIEEE SMC 2020 - IEEE International conference on Systems, Man and Cybernetics, Oct 2020, Toronto / Virtual, Canada
Communication dans un congrès
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Are users' traits informative enough to predict/explain their mental-imagery based BCI performances ?8th Graz Brain-Computer Interface Conference 2019, Sep 2019, Graz, Austria
Communication dans un congrès
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Towards Adaptive Classification using Riemannian Geometry approaches in Brain-Computer InterfacesBCI 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?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?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
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DUPE MIBCI: Database with User’s Profile and EEG signals for Motor Imagery Brain Computer Interface researchBCI 2023 - 10th International BCI Meeting Balancing Innovation and Translation, Jun 2023, Bruxelles, Belgium
Poster de conférence
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What can we learn from user interviews in BCI sessions?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
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Relationship between ERD modulations, MI-based BCI performance and users' traitsCORTICO 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 BCIsCORTICO 2022 : Invasive and non invasive Brain-Computer Interfaces – A handshake over the cliff, Mar 2022, Autrans, France
Poster de conférence
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MI-BCI Performances correlate with subject-specific frequency band characteristics8th International BCI Meeting, Jun 2021, Online, Belgium
Poster de conférence
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Do experimenters have an influence on MI-BCI user training?Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2019), Mar 2019, Lille, France
Poster de conférence
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Impact of MI-BCI feedback for post-stroke and neurotypical peopleJournée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback (JJC-ICON’2019), Mar 2019, Lille, France
Poster de conférence
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Inria Research & Development for the Cybathlon BCI series8th Graz Brain-Computer Interface Conference 2019, Sep 2019, Graz, Austria. 2019
Poster de conférence
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Towards including patient-specific factors in BCI-based post-stroke rehabilitation using artificial intelligenceCORTICO 2022 : Invasive and non invasive Brain-Computer Interfaces – A handshake over the cliff,, Mar 2022, Autrans, France
Document associé à des manifestations scientifiques
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Apprendre à contrôler une interface cerveau-ordinateur : le projet BrainConquestNeurotechnologies et innovation responsable © Annales des Mines / Réalités Industrielles, pp.16-22, 2021
Chapitre d'ouvrage
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Apprendre à contrôler une interface cerveau-ordinateurMokrane 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 InterfacesChang 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 Interfaces3rd cycle. ACM Conference on Human Factors in Computing Systems (CHI 2017), Denver, United States. 2017
Cours
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