Fabien Lotte

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Anatole LécuyerInria Research Director, Inria Rennes, IRISA, FranceVerified email at inria.fr
Camille Jeunet-KelwayCNRS Researcher, Aquitaine Institute for Cognitive and Integrative Neuroscience (INCIA) - CNRSVerified email at u-bordeaux.fr
Marco CongedoCNRS (French National Centre for Scientific Research), Grenoble Alpes University, Grenoble INPVerified email at gipsa-lab.grenoble-inp.fr
Maureen Clercresearch director at INRIAVerified email at inria.fr
Bruno ArnaldiProfessor in Computer Science, INSA de Rennes. IRISA and INRIA RennesVerified email at irisa.fr
Laurent BougrainAssociate professor of computer science, Université de Lorraine (France)Verified email at loria.fr
Martin HachetInria Bordeaux Sud-OuestVerified email at inria.fr
Léa PilletteUniv Rennes, Inria, CNRS, IRISA, F-35000 Rennes, FranceVerified email at irisa.fr
Andrzej CichockiSystems Research Institute, Nicolaus Copernicus University, RIKEN (AIP)Verified email at riken.jp
Fabrice LamarcheAssociate professor, University of Rennes 1Verified email at irisa.fr
Jérémy FreyUlloVerified email at ullo.fr
Florian YgerINSA Rouen Normandie, LITISVerified email at insa-rouen.fr
Aline RocInria Bordeaux, Talence, France & LaBRI (University of Bordeaux / CNRS / Bordeaux-INP)Verified email at inria.fr
Cuntai GuanPresident's Chair Professor, CCDS, Nanyang Technological UniversityVerified email at ntu.edu.sg
Jelena MladenovicAssistant Professor at Computing Faculty, Union University, Belgrade, SerbiaVerified email at raf.rs
Aurélien AppriouPhD Student, InriaVerified email at inria.fr
Yann RenardSWE Manager at Apple, Cofounder of Mensia Technologies, former InriaVerified email at aliceadsl.fr
Jérémie MattoutLyon Neuroscience Research CenterVerified email at inserm.fr
Jean-Arthur Micoulaud-FranchiCNRS USR SanpsyVerified email at chu-bordeaux.fr
Christian MühlGerman Aerospace Center (DLR) - Sleep and Human Factors, Institute for Aerospace Medicine, CologneVerified email at dlr.de

Fabien Lotte

Inria Centre at the University of Bordeaux / LaBRI

Verified email at inria.fr - Homepage

Brain-Computer Interfaces Human-Computer Interaction Machine Learning EEG Neuroergonomics


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A review of classification algorithms for EEG-based brain–computer interfaces F Lotte, M Congedo, A Lécuyer, F Lamarche, B Arnaldi Journal of neural engineering 4 (2), R1, 2007	3578	2007
A review of classification algorithms for EEG-based brain–computer interfaces: a 10 year update F Lotte, L Bougrain, A Cichocki, M Clerc, M Congedo, A Rakotomamonjy, ... Journal of neural engineering 15 (3), 031005, 2018	2162	2018
Regularizing common spatial patterns to improve BCI designs: unified theory and new algorithms F Lotte, C Guan IEEE Transactions on biomedical Engineering 58 (2), 355-362, 2010	1186	2010
Openvibe: An open-source software platform to design, test, and use brain–computer interfaces in real and virtual environments Y Renard, F Lotte, G Gibert, M Congedo, E Maby, V Delannoy, O Bertrand, ... Presence 19 (1), 35-53, 2010	1007	2010
Brain-computer interfaces: beyond medical applications J Van Erp, F Lotte, M Tangermann Computer 45 (4), 26-34, 2012	506	2012
Brain-computer interfaces, virtual reality, and videogames A Lécuyer, F Lotte, RB Reilly, R Leeb, M Hirose, M Slater Computer 41 (10), 66-72, 2008	505	2008
Riemannian approaches in brain-computer interfaces: a review F Yger, M Berar, F Lotte IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (10 …, 2016	422	2016
Flaws in current human training protocols for spontaneous brain-computer interfaces: lessons learned from instructional design F Lotte, F Larrue, C Mühl Frontiers in human neuroscience 7, 568, 2013	353	2013
Signal processing approaches to minimize or suppress calibration time in oscillatory activity-based brain–computer interfaces F Lotte Proceedings of the IEEE 103 (6), 871-890, 2015	346	2015
Consensus on the reporting and experimental design of clinical and cognitive-behavioural neurofeedback studies (CRED-nf checklist) T Ros, S Enriquez-Geppert, V Zotev, KD Young, G Wood, ... Brain 143 (6), 1674-1685, 2020	327	2020
A tutorial on EEG signal-processing techniques for mental-state recognition in brain–computer interfaces F Lotte Guide to brain-computer music interfacing, 133-161, 2014	284	2014
Brain–computer interfaces handbook: technological and theoretical advances CS Nam, A Nijholt, F Lotte CRC Press, 2018	262	2018
Two brains, one game: design and evaluation of a multiuser BCI video game based on motor imagery L Bonnet, F Lotte, A Lécuyer IEEE Transactions on Computational Intelligence and AI in games 5 (2), 185-198, 2013	227	2013
Why standard brain-computer interface (BCI) training protocols should be changed: an experimental study C Jeunet, E Jahanpour, F Lotte Journal of neural engineering 13 (3), 036024, 2016	221	2016
EEG-based workload estimation across affective contexts C Mühl, C Jeunet, F Lotte Frontiers in neuroscience 8, 114, 2014	198	2014
Predicting mental imagery-based BCI performance from personality, cognitive profile and neurophysiological patterns C Jeunet, B N’Kaoua, S Subramanian, M Hachet, F Lotte PloS one 10 (12), e0143962, 2015	197	2015
Combining BCI with virtual reality: towards new applications and improved BCI F Lotte, J Faller, C Guger, Y Renard, G Pfurtscheller, A Lécuyer, R Leeb Towards Practical Brain-Computer Interfaces: Bridging the Gap from Research …, 2013	196	2013
Learning from other subjects helps reducing brain-computer interface calibration time F Lotte, C Guan 2010 IEEE International conference on acoustics, speech and signal …, 2010	192	2010
Monitoring pilot’s mental workload using ERPs and spectral power with a six-dry-electrode EEG system in real flight conditions F Dehais, A Duprès, S Blum, N Drougard, S Scannella, RN Roy, F Lotte Sensors 19 (6), 1324, 2019	180	2019
Advances in user-training for mental-imagery-based BCI control: Psychological and cognitive factors and their neural correlates C Jeunet, B N’Kaoua, F Lotte Progress in brain research 228, 3-35, 2016	166	2016

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