Fabien Lotte

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Anatole LécuyerInria Senior Researcher, Inria Rennes, IRISA, FranceVerified email at inria.fr
Camille JeunetCNRS 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
Fabrice LamarcheAssociate professor, University of Rennes 1Verified email at irisa.fr
Martin HachetInria Bordeaux Sud-OuestVerified email at inria.fr
Andrzej CichockiSkoltech , IBS PAN , UMK Torun, Riken AIPVerified email at skoltech.ru
Jérémy FreyUlloVerified email at ullo.fr
Léa PilletteUniv. Bordeaux, CNRS, EPHE, INCIA, UMR5287 F-33000 Bordeaux, FranceVerified email at u-bordeaux.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
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
Jelena MladenovicAssistant Professor at Computing Faculty, Union University, Belgrade, SerbiaVerified email at inria.fr
Yann RenardSWE Manager at Apple, Cofounder of Mensia Technologies, former InriaVerified email at aliceadsl.fr
Manu MabyResearch engineer Inserm, Lyon Neuroscience Research CenterVerified email at inserm.fr
Jean-Arthur Micoulaud-FranchiCNRS USR SanpsyVerified email at chu-bordeaux.fr
Jérémie MattoutLyon Neuroscience Research CenterVerified email at inserm.fr

Fabien Lotte

Inria Bordeaux Sud-Ouest / 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	3106	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	1176	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	944	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	790	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	442	2008
Brain-computer interfaces: beyond medical applications J Van Erp, F Lotte, M Tangermann Computer 45 (4), 26-34, 2012	386	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	281	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	235	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	216	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	210	2014
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	179	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	164	2010
Brain–computer interfaces handbook: technological and theoretical advances CS Nam, A Nijholt, F Lotte CRC Press, 2018	161	2018
EEG-based workload estimation across affective contexts C Mühl, C Jeunet, F Lotte Frontiers in neuroscience 8, 114, 2014	160	2014
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	159	2020
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	158	2016
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	147	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, 197-220, 2012	144	2012
Classification of movement intention by spatially filtered electromagnetic inverse solutions M Congedo, F Lotte, A Lécuyer Physics in Medicine & Biology 51 (8), 1971, 2006	137	2006
Comparative study of band-power extraction techniques for motor imagery classification N Brodu, F Lotte, A Lécuyer 2011 IEEE symposium on computational intelligence, cognitive algorithms …, 2011	117	2011

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