Marco Congedo

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Christian JuttenEmeritus Prof. of Statistical Signal Processing, Univ. Grenoble Alpes, Institut Universitaire deVerified email at gipsa-lab.fr
Fabien LotteInria Centre at the University of Bordeaux / LaBRIVerified email at inria.fr
Alexandre Barachantresearch scientist - CTRL-Labs - NY - USAVerified email at med.cornell.edu
Anatole LécuyerInria Research Director, Inria Rennes, IRISA, FranceVerified email at inria.fr
Dirk De RidderProfessor of Neurosurgery, Universtity of Otago, New ZealandVerified email at otago.ac.nz
Sven VannesteProfessor, Trinity College Institute for Neuroscience - School of Psychology, Trinity College DublinVerified email at tcd.ie
Jérémie MattoutLyon Neuroscience Research CenterVerified email at inserm.fr
Alain RakotomamonjyCriteo AI LabVerified email at insa-rouen.fr
Florent BouchardL2S, CNRS, CentraleSupélec, Univ. Paris SaclayVerified email at cnrs.fr
Andrzej CichockiSystems Research Institute, Nicolaus Copernicus University, RIKEN (AIP)Verified email at riken.jp
Salem SAIDCNRS, Laboratoire IMS UMR 5218Verified email at u-bordeaux.fr
rajendra bhatiaindian statistical institute new delhiVerified email at isid.ac.in
Gert PfurtschellerEmeritus Professor of Medical Informatics, Graz University of TechnologyVerified email at tugraz.at
Jérôme MalickCNRSVerified email at univ-grenoble-alpes.fr
Maher MoakherProfessor of Applied Mathematics, National Engineering School at TunisVerified email at enit.utm.tn
Arnaud DelormeCNRS, UCSD, Paul Sabatier university, CerCo, TMBI, Institute of Noetic SciencesVerified email at ucsd.edu
Fernando Lopes da SilvaUniversity of AmsterdamVerified email at planet.nl
fabrice wendlingINSERM - Université de RennesVerified email at inserm.fr
Olivier BertrandLyon Neuroscience Research Center, Inserm/Cnrs/University Lyon 1Verified email at inserm.fr
Pedro L. C. RodriguesInria, Grenoble, FranceVerified email at inria.fr

Marco Congedo

CNRS (French National Centre for Scientific Research), Grenoble Alpes University, Grenoble INP

Verified email at gipsa-lab.grenoble-inp.fr - Homepage

Electroencephalography Riemannian Geometry Blind Source Separation Brain Computer Interface Neurofeedback


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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	3504	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	2024	2018
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	981	2010
Multi-class Brain Computer Interface Classification by Riemannian Geometry A Barachant, S Bonnet, M Congedo, C Jutten IEEE Transactions on Biomedical Engineering, 1-1, 2011	866	2011
Classification of covariance matrices using a Riemannian-based kernel for BCI applications A Barachant, S Bonnet, M Congedo, C Jutten Neurocomputing 112, 172-178, 2013	495	2013
Riemannian geometry for EEG-based brain-computer interfaces; a primer and a review M Congedo, A Barachant, R Bhatia Brain-Computer Interfaces 4 (3), 155-174, 2017	454	2017
The neural correlates of tinnitus-related distress S Vanneste, M Plazier, E Van Der Loo, P Van de Heyning, M Congedo, ... Neuroimage 52 (2), 470-480, 2010	435	2010
Transfer learning: A Riemannian geometry framework with applications to brain–computer interfaces P Zanini, M Congedo, C Jutten, S Said, Y Berthoumieu IEEE Transactions on Biomedical Engineering 65 (5), 1107-1116, 2017	343	2017
Tinnitus intensity dependent gamma oscillations of the contralateral auditory cortex E van Der Loo, S Gais, M Congedo, S Vanneste, M Plazier, T Menovsky, ... PloS one 4 (10), e7396, 2009	304	2009
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	296	2020
Riemannian geometry applied to BCI classification A Barachant, S Bonnet, M Congedo, C Jutten International conference on latent variable analysis and signal separation …, 2010	268	2010
Neurofeedback improves executive functioning in children with autism spectrum disorders MEJ Kouijzer, JMH de Moor, BJL Gerrits, M Congedo, HT van Schie Research in Autism Spectrum Disorders 3 (1), 145-162, 2009	206	2009
Riemannian procrustes analysis: transfer learning for brain–computer interfaces PLC Rodrigues, C Jutten, M Congedo IEEE Transactions on Biomedical Engineering 66 (8), 2390-2401, 2018	200	2018
Touch increases autonomic coupling between romantic partners J Chatel-Goldman, M Congedo, C Jutten, JL Schwartz Frontiers in behavioral neuroscience 8, 95, 2014	197	2014
Low-resolution electromagnetic tomography neurofeedback M Congedo, JF Lubar, D Joffe IEEE Transactions on Neural Systems and Rehabilitation Engineering 12 (4 …, 2004	183	2004
On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics M Congedo, C Gouy-Pailler, C Jutten Clinical Neurophysiology 119 (12), 2677-2686, 2008	176	2008
A plug&play P300 BCI using information geometry A Barachant, M Congedo arXiv preprint arXiv:1409.0107, 2014	159	2014
The distressed brain: a group blind source separation analysis on tinnitus D De Ridder, S Vanneste, M Congedo PloS one 6 (10), e24273, 2011	148	2011
Classification of movement intention by spatially filtered electromagnetic inverse solutions M Congedo, F Lotte, A Lécuyer Physics in Medicine and Biology 51, 1971-1989, 2006	139	2006
Nonstationary brain source separation for multiclass motor imagery C Gouy-Pailler, M Congedo, C Brunner, C Jutten, G Pfurtscheller IEEE Transactions on Biomedical Engineering 57 (2), 469-478, 2010	137	2010

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