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
Bruno ArnaldiProfessor in Computer Science, INSA de Rennes. IRISA and INRIA RennesVerified email at irisa.fr
Maureen Clercresearch director at INRIAVerified email at inria.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
Fabrice LamarcheAssociate professor, University of Rennes 1Verified email at irisa.fr
Andrzej CichockiIBS PAN , Skoltech , UMK Torun, Riken AIPVerified email at skoltech.ru
Jérémy FreyUlloVerified email at ullo.fr
Léa PilletteUniv Rennes, Inria, CNRS, IRISA, F-35000 Rennes, FranceVerified email at ensc.fr
Cuntai GuanPresident's Chair Professor in Computer Science and Engineering, Nanyang Technological UniversityVerified email at ntu.edu.sg
Florian YgerPSL-Université Paris-Dauphine, LAMSADE/MILES, PRAIRIEVerified email at dauphine.fr
Jelena MladenovicAssistant Professor at Computing Faculty, Union University, Belgrade, SerbiaVerified email at inria.fr
Aurélien AppriouPhD Student, InriaVerified email at inria.fr
Christian MühlGerman Aerospace Center (DLR) - Sleep and Human Factors, Institute for Aerospace Medicine, CologneVerified email at dlr.de
Jérémie MattoutLyon Neuroscience Research CenterVerified email at inserm.fr
Aline RocInria Bordeaux, Talence, France & LaBRI (University of Bordeaux / CNRS / Bordeaux-INP)Verified email at inria.fr
Manu MabyResearch engineer Inserm, Lyon Neuroscience Research CenterVerified email at inserm.fr
Jean-Arthur Micoulaud-FranchiCNRS USR SanpsyVerified email at chu-bordeaux.fr

Fabien Lotte

Inria Centre at the University of Bordeaux / LaBRI (Univ. Bordeaux - CNRS - Bordeaux INP)

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	3195	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	1353	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	987	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	835	2010
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	459	2008
Brain-computer interfaces: beyond medical applications J Van Erp, F Lotte, M Tangermann Computer 45 (4), 26-34, 2012	397	2012
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	297	2013
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	269	2016
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	239	2015
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	224	2014
Brain–computer interfaces handbook: technological and theoretical advances CS Nam, A Nijholt, F Lotte CRC Press, 2018	191	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	189	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	175	2016
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	172	2010
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	170	2020
EEG-based workload estimation across affective contexts C Mühl, C Jeunet, F Lotte Frontiers in neuroscience 8, 114, 2014	160	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	158	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	158	2013
Classification of movement intention by spatially filtered electromagnetic inverse solutions M Congedo, F Lotte, A Lécuyer Physics in Medicine & Biology 51 (8), 1971, 2006	138	2006
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	126	2016

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