Marco CONGEDO

Marco CONGEDO

Marco CONGEDO

Titulaire d'une HDR obtenue en 2013

Personnel CNRS Permanent

Site Ampère

Bureau : B107

Téléphone : 04 76 82 62 52

Département Science des Données
PICSA

Biographie

(à compléter)

Publications / Travaux


171 documents

Articles dans une revue76 documents

  • Davoud Hajhassani, Quentin Barthélemy, Jérémie Mattout, Marco Congedo. Improved Riemannian potato field: an Automatic Artifact Rejection Method for EEG. Biomedical Signal Processing and Control, 2026, 112, pp.108505. ⟨10.1016/j.bspc.2025.108505⟩. ⟨hal-05248416⟩
  • Anton Andreev, Grégoire Cattan, Marco Congedo. The Riemannian Means Field Classifier for EEG-Based BCI Data. Sensors, 2025, 25 (7), pp.2305. ⟨10.3390/s25072305⟩. ⟨hal-05043032⟩
  • Robin Guillard, Nicolas Dauman, Aurélien Cadix, Charlotte Glabasnia Linck, Marco Congedo, et al.. Tinnitus, lucid dreaming and awakening. An online survey and theoretical implications.. Hearing Research, 2025, 458, pp.109204. ⟨10.1016/j.heares.2025.109204⟩. ⟨hal-05015415⟩
  • Robin Guillard, Vincent Philippe, Adam Hessas, Brice Faraut, Sarah Michiels, et al.. Why does tinnitus vary with naps? A polysomnographic prospective study exploring the somatosensory hypothesis. Hearing Research, 2025, 455, pp.109152. ⟨10.1016/j.heares.2024.109152⟩. ⟨hal-04832935⟩
  • Sotirios Papadopoulos, Ludovic Darmet, Maciej J Szul, Marco Congedo, James J Bonaiuto, et al.. Surfing beta burst waveforms to improve motor imagery-based BCI. Imaging Neuroscience, 2024, 2, pp.1-15. ⟨10.1162/imag_a_00391⟩. ⟨hal-04842181v2⟩
  • Robin Guillard, Martin Schecklmann, Jorge Simoes, Berthold Langguth, Alain Londero, et al.. Nap-induced modulations of tinnitus -a cross-sectional database analysis. Scientific Reports, 2024, 14 (1), pp.20111. ⟨10.1038/s41598-024-70871-z⟩. ⟨hal-04832870⟩
  • Sotirios Papadopoulos, Maciej J Szul, Marco Congedo, James J Bonaiuto, Jérémie Mattout. Beta bursts question the ruling power for brain-computer interfaces. Journal of Neural Engineering, 2024, 21 (1), pp.016010. ⟨10.1088/1741-2552/ad19ea⟩. ⟨hal-04213112⟩
  • Fatih Altindis, Antara Banerjee, Ronald Phlypo, Bulent Yilmaz, Marco Congedo. Transfer Learning for P300 Brain-Computer Interfaces by Joint Alignment of Feature Vectors. IEEE Journal of Biomedical and Health Informatics, 2023, 27 (10), pp.4696-4706. ⟨10.1109/JBHI.2023.3299837⟩. ⟨hal-04255249⟩
  • Robin Guillard, Fanny Decobecq, Marie-Josée Fraysse, Antoine Favre, Marco Congedo, et al.. Traduction française validée du questionnaire standardisé d’anamnèse d’acouphène ESIT-SQ. Annales françaises d’Oto-rhino-laryngologie et de Pathologie Cervico-faciale, 2023, 140 (4), pp.155-160. ⟨10.1016/j.aforl.2022.09.015⟩. ⟨hal-03790230⟩
  • Robin Guillard, F. Decobecq, M.-J. Fraysse, A. Favre, Marco Congedo, et al.. Validated French translation of the ESIT-SQ standardized tinnitus screening questionnaire. European Annals of Otorhinolaryngology, Head and Neck Diseases, 2023, 140 (4), pp.153-157. ⟨10.1016/j.anorl.2022.12.007⟩. ⟨hal-04940836⟩
  • Robin Guillard, Adam Hessas, Louis Korczowski, Alain Londero, Marco Congedo, et al.. Comparing Clustering Methods Applied to Tinnitus within a Bootstrapped and Diagnostic-Driven Semi-Supervised Framework. Brain Sciences, 2023, 13 (4), pp.572. ⟨10.3390/brainsci13040572⟩. ⟨hal-04261381⟩
  • Robin Guillard, Louis Korczowski, Damien Léger, Marco Congedo, Alain Londero. REM Sleep Impairment May Underlie Sleep-Driven Modulations of Tinnitus in Sleep Intermittent Tinnitus Subjects: A Controlled Study. International Journal of Environmental Research and Public Health, 2023, Special Issue Sleep Deprivation and Related Health Issues, 20 (8), pp.5509. ⟨10.3390/ijerph20085509⟩. ⟨hal-04261382⟩
  • Alexandre Bleuzé, Jérémie Mattout, Marco Congedo. Tangent space alignment: Transfer learning for Brain-Computer Interface. Frontiers in Human Neuroscience, 2022, 16, pp.1049985. ⟨10.3389/fnhum.2022.1049985⟩. ⟨hal-04149663v2⟩
  • Grégoire Cattan, Anton Andreev, Cesar Mendoza, Marco Congedo. A comparison of mobile VR display running on an ordinary smartphone with standard PC display for P300-BCI stimulus presentation. IEEE Transactions on Games, 2021, 13 (1), pp.68-77. ⟨10.1109/TG.2019.2957963⟩. ⟨hal-02464023⟩
  • Tomas Ros, Stefanie Enriquez-Geppert, Vadim Zotev, Kymberly D Young, Guilherme Wood, et al.. Consensus on the reporting and experimental design of clinical and cognitive-behavioural neurofeedback studies (CRED-nf checklist). Brain – A Journal of Neurology , 2020, 143, pp.1674 – 1685. ⟨10.1093/brain/awaa009⟩. ⟨hal-03417202⟩
  • Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten. Dimensionality transcending: a method for merging BCI datasets with different dimensionalities. IEEE Transactions on Biomedical Engineering, 2020, 68 (2), pp.673 – 684. ⟨10.1109/TBME.2020.3010854⟩. ⟨hal-02905045⟩
  • Florent Bouchard, Bijan Afsari, Jérôme Malick, Marco Congedo. Approximate joint diagonalization with Riemannian optimization on the general linear group. SIAM Journal on Matrix Analysis and Applications, 2020, 41 (1), pp.152-170. ⟨10.1137/18M1232838⟩. ⟨hal-02328480⟩
  • Aurore Bussalb, Marco Congedo, Quentin Barthélemy, David Ojeda, Eric Acquaviva, et al.. Clinical and experimental factors influencing the efficacy of neurofeedback in ADHD: a meta-analysis. Frontiers in Psychiatry, 2019, 10 (35), pp.PMC6388544. ⟨10.3389/fpsyt.2019.00035⟩. ⟨hal-02315647⟩
  • Louis Mayaud, Hélène Wu, Quentin Barthélemy, Patrick Favennec, Yannick Delpierre, et al.. Alpha-phase synchrony EEG training for multi-resistant chronic low back pain patients: an open-label pilot study. European Spine Journal, 2019, 28, pp.2487-2501. ⟨10.1007/s00586-019-06051-9⟩. ⟨hal-02171808⟩
  • Rajendra Bhatia, Marco Congedo. Procrustes problems in Riemannian manifolds of positive definite matrices. Linear Algebra and its Applications, 2019, 563, pp.440-445. ⟨10.1016/j.laa.2018.11.009⟩. ⟨hal-02023293⟩
  • Elizaveta Saifutdinova, Marco Congedo, Daniela Dudysova, Lenka Lhotska, Jana Koprivova, et al.. An Unsupervised Multichannel Artifact Detection Method for Sleep EEG Based on Riemannian Geometry. Sensors, 2019, 19 (3), pp.602. ⟨10.3390/s19030602⟩. ⟨hal-02006300⟩
  • Quentin Barthélemy, Louis Mayaud, David Ojeda, Marco Congedo. The Riemannian Potato Field: A Tool for Online Signal Quality Index of EEG. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2019, 27 (2), pp.244-255. ⟨10.1109/TNSRE.2019.2893113⟩. ⟨hal-02015909⟩
  • Pedro Luiz Coelho Rodrigues, Christian Jutten, Marco Congedo. Riemannian Procrustes Analysis : Transfer Learning for Brain-Computer Interfaces. IEEE Transactions on Biomedical Engineering, 2018, 66 (8), pp.2390 – 2401. ⟨10.1109/TBME.2018.2889705⟩. ⟨hal-01971856⟩
  • Grégoire Cattan, Cesar Mendoza, Anton Andreev, Marco Congedo. Recommendations for Integrating a P300-Based Brain Computer Interface in Virtual Reality Environments for Gaming. Computers, 2018, Special Issue Advances in Mobile Augmented Reality, 7 (2), pp.34. ⟨10.3390/computers7020034⟩. ⟨hal-01801151⟩
  • Florent Bouchard, Jérôme Malick, Marco Congedo. Riemannian Optimization and Approximate Joint Diagonalization for Blind Source Separation. IEEE Transactions on Signal Processing, 2018, 66 (8), pp.2041-2054. ⟨10.1109/TSP.2018.2795539⟩. ⟨hal-01875788⟩
  • Fabien Lotte, Laurent Bougrain, Andrzej Cichocki, Maureen Clerc, Marco Congedo, et al.. A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces: A 10-year Update. Journal of Neural Engineering, 2018, 15 (3), pp.55. ⟨10.1088/1741-2552/aab2f2⟩. ⟨hal-01846433⟩
  • Paolo Zanini, Marco Congedo, Christian Jutten, Salem Said, Yannick Berthoumieu. Transfer learning: a Riemannian geometry framework with applications to Brain-Computer Interfaces. IEEE Transactions on Biomedical Engineering, 2018, 65 (5), pp.1107-1116. ⟨10.1109/TBME.2017.2742541⟩. ⟨hal-01923278⟩
  • Khaled Alyani, Marco Congedo, Maher Moakher. Diagonality measures of Hermitian positive-definite matrices with application to the approximate joint diagonalization problem. Linear Algebra and its Applications, 2017, 528, pp.290 – 320. ⟨10.1016/j.laa.2016.08.031⟩. ⟨hal-01578462⟩
  • Marco Congedo, Alexandre Barachant, Rajendra Bhatia. Fixed Point Algorithms for Estimating Power Means of Positive Definite Matrices. IEEE Transactions on Signal Processing, 2017, 65 (9), pp.2211 – 2220. ⟨10.1109/TSP.2017.2649483⟩. ⟨hal-01500514⟩
  • Martijn Arns, Jean-Marie Batail, Stéphanie Bioulac, Marco Congedo, Christophe Daudet, et al.. Neurofeedback: One of today’s techniques in psychiatry?. L’Encéphale, 2017, 43 (2), pp.135-145. ⟨10.1016/j.encep.2016.11.003⟩. ⟨hal-01415897⟩
  • Marco Congedo, Alexandre Barachant, Rajendra Bhatia. Riemannian geometry for EEG-based brain-computer interfaces; a primer and a review. Brain-Computer Interfaces, 2017, 4 (3), pp.155-174. ⟨10.1080/2326263X.2017.1297192⟩. ⟨hal-01570120⟩
  • Quentin Barthélemy, Louis Mayaud, Yann Renard, Daekeun Kim, Seung-Wan Kang, et al.. Online denoising of eye-blinks in electroencephalography. Neurophysiologie Clinique = Clinical Neurophysiology, 2017, 47 (5-6), pp.371-391. ⟨10.1016/j.neucli.2017.10.059⟩. ⟨hal-01660666⟩
  • Michaël Acquadro, Marco Congedo, Dirk de Riddeer. Music Performance As an Experimental Approach to Hyperscanning Studies. Frontiers in Human Neuroscience, 2016, 10, pp.242. ⟨10.3389/fnhum.2016.00242⟩. ⟨hal-01321557⟩
  • Marco Congedo, Louis Korczowski, Arnaud Delorme, Fernando Lopes da Silva. Spatio-temporal common pattern: A companion method for ERP analysis in the time domain. Journal of Neuroscience Methods, 2016, 267, pp.74-88. ⟨10.1016/j.jneumeth.2016.04.008⟩. ⟨hal-01343026⟩
  • Dirk de Ridder, Marco Congedo, Jae-Jin Song, Sven Vanneste. Whole scalp EEG power change is not a prerequisite for further EEG processing. Hearing Research, 2016, 339, pp.215-216. ⟨10.1016/j.heares.2016.07.001⟩. ⟨hal-01370794⟩
  • Marco Congedo, Bijan Afsari, Alexandre Barachant, Maher Moakher. Approximate Joint Diagonalization and Geometric Mean of Symmetric Positive Definite Matrices. PLoS ONE, 2015, 10 (4), pp.e0121423. ⟨10.1371/journal.pone.0121423⟩. ⟨hal-01149652⟩
  • Dirk de Ridder, Marco Congedo, Sven Vanneste. The neural correlates of subjectively perceived and passively matched loudness perception in auditory phantom perception. Brain and Behavior, 2015, 5 (5), pp.e00331. ⟨10.1002/brb3.331⟩. ⟨hal-01225472⟩
  • David J White, Marco Congedo, Joseph Ciorciari. Source-based neurofeedback methods using EEG recordings: training altered brain activity in a functional brain source derived from blind source separation. Frontiers in Behavioral Neuroscience, 2014, 8, pp.1-9. ⟨10.3389/fnbeh.2014.00373⟩. ⟨hal-01077180⟩
  • Carlos Escolano, Mayte Navarro-Gil, Javier Garcia-Campayo, Marco Congedo, Javier Minguez. The Effects of Individual Upper Alpha Neurofeedback in ADHD: An Open-Label Pilot Study. Applied Psychophysiology and Biofeedback, 2014, 3 (3-4), pp.193-202. ⟨10.1007/s10484-014-9257-6⟩. ⟨hal-01069514⟩
  • Carlos Escolano, Mayte Navarro-Gil, Javier Garcia-Campayo, Marco Congedo, Dirk de Ridder, et al.. A controlled study on the cognitive effect of alpha neurofeedback training in patients with major depressive disorder. Frontiers in Behavioral Neuroscience, 2014, 8, pp.296. ⟨10.3389/fnbeh.2014.00296⟩. ⟨hal-01064141⟩
  • Rémi Flamary, Nisrine Jrad, Ronald Phlypo, Marco Congedo, Alain Rakotomamonjy. Mixed-norm Regularization for Brain Decoding. Computational and Mathematical Methods in Medicine, 2014, 2014, pp.ID 317056. ⟨10.1155/2014/317056⟩. ⟨hal-00708243v2⟩
  • Jonas Chatel-Goldman, Marco Congedo, Christian Jutten, Jean-Luc Schwartz. Touch increases autonomic coupling between romantic partners. Frontiers in Behavioral Neuroscience, 2014, 8, pp.95. ⟨10.3389/fnbeh.2014.00095⟩. ⟨hal-01056115⟩
  • Louis Mayaud, Marco Congedo, Aurélien van Laghenhove, Marjorie Figère, Eric Azabou, et al.. A comparison of recording modalities of P300 event-related potentials (ERP) for brain-computer interface (BCI) paradigm. Neurophysiologie Clinique = Clinical Neurophysiology, 2013, 43 (4), pp.217-227. ⟨10.1016/j.neucli.2013.06.002⟩. ⟨hal-00909021⟩
  • Alexandre Barachant, Stéphane Bonnet, Marco Congedo, Christian Jutten. Classification of covariance matrices using a Riemannian-based kernel for BCI applications. Neurocomputing, 2013, 112, pp.172-178. ⟨10.1016/j.neucom.2012.12.039⟩. ⟨hal-00820475⟩
  • Sven Vanneste, Marco Congedo, Dirk de Ridder. Pinpointing a highly specific pathological functional connection that turns phantom sound into distress. Cerebral Cortex, 2013, pp.bht068. ⟨10.1093/cercor/bht068⟩. ⟨hal-00916506⟩
  • Jonas Chatel-Goldman, Jean-Luc Schwartz, Christian Jutten, Marco Congedo. Non-local mind from the perspective of social cognition. Frontiers in Human Neuroscience, 2013, 7 (107), ⟨10.3389/fnhum.2013.00107⟩. ⟨hal-00830957⟩
  • Jana Kopřivová, Marco Congedo, Michal Razska, Ján Praško, Martin Brunovský, et al.. Prediction of treatment response and the effect of independent component neurofeedback in obsessive-compulsive disorder: a randomized, sham-controlled, and double-blind study. Neuropsychobiology, 2013, 67 (4), pp.210-223. ⟨10.1159/000347087⟩. ⟨hal-00908604⟩
  • Louis Mayaud, Sabine Filipe, Lucie Petegnief, Olivier Rochecouste, Marco Congedo. Robust Brain-computer interface for virtual Keyboard (RoBIK): project results. Innovation and Research in BioMedical engineering, 2013, 34 (2), pp.131-138. ⟨10.1016/j.irbm.2013.01.013⟩. ⟨hal-00805549⟩
  • Marco Congedo, Alexandre Bouchet, Anatole Lécuyer. Neurofeedback : un traitement non invasif du trouble du déficit de l’attention. Interstices, 2013. ⟨hal-01352174⟩
  • Nisrine Jrad, Marco Congedo. Identification of spatial and temporal features of EEG. Neurocomputing, 2012, 90 (1), pp.66-71. ⟨10.1016/j.neucom.2012.02.032⟩. ⟨hal-00777267⟩
  • Alexandre Barachant, Stéphane Bonnet, Marco Congedo, Christian Jutten. Multiclass Brain-Computer Interface Classification by Riemannian Geometry. IEEE Transactions on Biomedical Engineering, 2012, 59 (4), pp.920-928. ⟨10.1109/TBME.2011.2172210⟩. ⟨hal-00681328⟩
  • David J White, Marco Congedo, Joseph Ciorciari, Richard B. Silberstein. Brain Oscillatory Activity during Spatial Navigation: Theta and Gamma Activity Link Medial Temporal and Parietal Regions. Journal of Cognitive Neuroscience, 2012, 24 (3), pp.686-697. ⟨10.1162/jocn_a_00098⟩. ⟨hal-00683579⟩
  • E van Der Loo, Marco Congedo, S Vanneste, P van de Heyning, D de Ridder. Insular lateralization in tinnitus distress. Autonomic Neuroscience: Basic and Clinical, 2011, 165 (2), pp.191-4. ⟨10.1016/j.autneu.2011.06.007⟩. ⟨hal-00643188⟩
  • Dirk de Ridder, Sven Vanneste, Marco Congedo. The Distressed Brain: A Group Blind Source Separation Analysis on Tinnitus. PLoS ONE, 2011, 6 (10), pp.e24273. ⟨10.1371/journal.pone.0024273⟩. ⟨hal-00642666⟩
  • Jana Kopřivová, Marco Congedo, Jiří Horáček, Ján Praško, Michal Raszka, et al.. EEG source analysis in obsessive-compulsive disorder. Clinical Neurophysiology, 2011, 122 (9), pp.1735-1743. ⟨10.1016/j.clinph.2011.01.051⟩. ⟨hal-00620687⟩
  • Nisrine Jrad, Marco Congedo, Ronald Phlypo, Sandra Rousseau, Rémi Flamary, et al.. sw-SVM : sensor weighting Support Vector Machines for EEG-based Brain-Computer Interfaces. Journal of Neural Engineering, 2011, 8 (5), pp.056004. ⟨10.1088/1741-2560/8/5/056004⟩. ⟨hal-00617810⟩
  • Marco Congedo, Christian Jutten. Quand le cerveau parle aux machines. Interstices, 2011. ⟨hal-01350265⟩
  • Hubert Cecotti, Bertrand Rivet, Marco Congedo, Christian Jutten, Olivier Bertrand, et al.. A robust sensor-selection method for P300 brain-computer interfaces.. Journal of Neural Engineering, 2011, 8 (1), pp.016001. ⟨10.1088/1741-2560/8/1/016001⟩. ⟨hal-00584756⟩
  • Marco Congedo, Ronald Phlypo, Dinh-Tuan Pham. Approximate Joint Singular Value Decomposition of an Asymmetric Rectangular Matrix Set. IEEE Transactions on Signal Processing, 2011, 59 (1), pp.415-424. ⟨10.1109/TSP.2010.2087018⟩. ⟨hal-00559251⟩
  • Marco Congedo, Roy John, Dirk de Ridder, Leslie Prichep. Group independent component analysis of resting state EEG in large normative samples. International Journal of Psychophysiology, 2010, 78, pp.89-99. ⟨10.1016/j.ijpsycho.2010.06.003⟩. ⟨hal-00523200⟩
  • Marco Congedo, Christian Jutten. Quand le cerveau parle aux machines. DocSciences, 2010, 13, pp.40-47. ⟨hal-00528577⟩
  • Marco Congedo, Roy John, Dirk de Ridder, Leslie Prichep, Robert Isenhart. On the « Dependence » of « Independent » Group EEG Sources; an EEG Study on Two Large Databases. Brain Topography: a Journal of Cerebral Function and Dynamics, 2010, 23 (2), pp.134. ⟨10.1007/s10548-009-0113-6⟩. ⟨hal-00423717⟩
  • Yann Renard, Fabien Lotte, Guillaume Gibert, Marco Congedo, Emmanuel Maby, et al.. OpenViBE: An Open-Source Software Platform to Design, Test and Use Brain-Computer Interfaces in Real and Virtual Environments. Presence: Teleoperators and Virtual Environments, 2010, 19 (1), pp.35-53. ⟨10.1162/pres.19.1.35⟩. ⟨hal-00477153⟩
  • Sven Venneste, Mark Plazier, Elsa van Der Loo, Paul van de Heyning, Marco Congedo, et al.. The neural correlates of tinnitus-related distress. NeuroImage, 2010, 52 (2), pp.470-80. ⟨10.1016/j.neuroimage.2010.04.029⟩. ⟨hal-00480500⟩
  • Cedric Gouy-Pailler, Marco Congedo, Clemens Brunner, Christian Jutten, Gert Pfurtscheller. Non-Stationary Brain Source Separation for Multi-Class Motor Imagery. IEEE Transactions on Biomedical Engineering, 2010, 57 (2), pp.469-478. ⟨10.1109/TBME.2009.2032162⟩. ⟨hal-00460494⟩
  • Hubert Cecotti, Bertrand Rivet, Marco Congedo, Christian Jutten, Olivier Bertrand, et al.. Sélection de capteurs pour interface cerveau-ordinateur de type P300. Traitement du Signal, 2010, 27 (6), pp.515-540. ⟨10.3166/TS.27.515-540⟩. ⟨hal-00998901⟩
  • Elsa van Der Loo, Steffen Gais, Marco Congedo, Sven Vanneste, Mark Plazier, et al.. Tinnitus intensity dependent gamma oscillations of the contralateral auditory cortex.. PLoS ONE, 2009, 4 (10), pp.e7396. ⟨10.1371/journal.pone.0007396⟩. ⟨hal-00423719⟩
  • Mirjam M.E.J Kouijzer, Jan J.M.H. de Moor, Berrie B.J.L. Gerrits, Marco Congedo, Hein H.T. van Schie. Neurofeedback improves executive functioning in children with autism spectrum disorders. Research in Autism Spectrum Disorders, 2009, 3 (1), pp.145-162. ⟨10.1016/j.rasd.2008.05.001⟩. ⟨hal-00297294⟩
  • Rex Lee Cannon, Marco Congedo, Joel F. Lubar, Teresa Hutchens. Differentiating a network of executive attention: LORETA neurofeedback in anterior cingulate and dorsolateral prefrontal cortices. International Journal of Neuroscience, 2009, 119 (3), pp.404-441. ⟨10.1080/00207450802480325⟩. ⟨hal-00351888⟩
  • Marco Congedo, Cedric Gouy-Pailler, Christian Jutten. On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics. Clinical Neurophysiology, 2008, 119 (12), pp.2677-2686. ⟨10.1016/j.clinph.2008.09.007⟩. ⟨hal-00343628⟩
  • Elsa van Der Loo, Marco Congedo, Mark Plazier, Paul van de Heyning, Dirk de Ridder. Correlation between Independent Components of scalp EEG and intra-cranial EEG (iEEG) time series. International Journal of bioelectromagnetism, 2007, 9 (4), pp.270-275. ⟨hal-00241202⟩
  • Leslie Sherlin, Thomas Budzynski, Helen Kogan Budzynski, Marco Congedo, Mary E. Fisher, et al.. Low-resolution Electromagnetic Brain Tomography (LORETA) of Monozygotic Twins Discordant for Chronic Fatigue Syndrome. NeuroImage, 2007, 34 (4), pp.1438-42. ⟨hal-00460501⟩
  • Fabien Lotte, Marco Congedo, Anatole Lécuyer, Fabrice Lamarche, Bruno Arnaldi. A review of classification algorithms for EEG-based brain–computer interfaces. Journal of Neural Engineering, 2007, 4, pp.24. ⟨inria-00134950⟩
  • Marco Congedo. Subspace Projection Filters for Real-Time Brain Electromagnetic Imaging. IEEE Transactions on Biomedical Engineering, 2006, 53 (8), pp.1624-34. ⟨hal-00460510⟩
  • Marco Congedo, Fabien Lotte, Anatole Lécuyer. Classification of movement intention by spatially filtered electromagnetic inverse solutions. Physics in Medicine and Biology, 2006, 51, pp.1971-1989. ⟨10.1088/0031-9155/51/8/002⟩. ⟨inria-00134948⟩
  • Marco Congedo, Joel F. Lubar, D. Joffe. Low-Resolution Electromagnetic Tomography Neurofeedback. IEEE Transactions on Rehabilitation Engineering, 2004, 12 (4), pp.387-97. ⟨hal-00460517⟩

Communications dans un congrès67 documents

  • Isabella Costa Maia, Pedro Luiz Coelho Rodrigues, Salem Said, Marco Congedo. SPD VAE: Riemannian Generative Modeling of EEG Covariance Matrices for BCI. CORTICO 2026 – Journées CORTICO (COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur), May 2026, Lille, France. ⟨hal-05641486⟩
  • Pasquale Arpaia, Marco Congedo, Lucrezia Di Marino, Elisa Visani, Licia Grazzi, et al.. Riemannian Geometry Methods for Enhancing EEG-Based Assessment of Mindfulness Treatment in Migraine. MetroXRAINE 2025 – Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, Pasquale Arpaia; Marie-Constance Corsi; Luigi Lavorgna; Calogero Maria Oddo; Mauro Ursino, Oct 2025, Ancona, Italy. ⟨hal-05332927⟩
  • Gabriel Vasile, Marco Congedo. Internal Clustering Validation on Riemannian manifolds for PolSAR Data Analysis. IGARSS 2025 – IEEE International Geoscience and Remote Sensing Symposium, Aug 2025, Brisbane, Australia. pp.4. ⟨hal-05357968⟩
  • Fatih Altindiş, Bülent Yilmaz, Marco Congedo. Many-to-Many Transfer Learning on Motor Imagery BCI. DASA 2024 – International Conference on Decision Aid Sciences and Applications, Dec 2024, Manama, Bahrain. pp.1-5, ⟨10.1109/DASA63652.2024.10836450⟩. ⟨hal-04906816⟩
  • Sotirios Papadopoulos, Ludovic Darmet, Maciej J Szul, Marco Congedo, James Bonaiuto, et al.. Improved motor imagery decoding with spatiotemporal filtering based on beta burst kernels. BCI 2024 – 9th Graz Brain-Computer Interface Conference, Sep 2024, Graz, Austria. ⟨hal-04701260⟩
  • Davoud Hajhassani, Jérémie Mattout, Marco Congedo. An Automatic Riemannian Artifact Rejection Method for P300-based BCIs. EUSIPCO 2024 – 32nd European Signal Processing Conference, Aug 2024, Lyon, France. ⟨hal-04645211⟩
  • Sotirios Papadopoulos, Ludovic Darmet, Maciej J Szul, Marco Congedo, James Bonaiuto, et al.. Fast and reliable hand motor imagery decoding based on beta burst rate modulations. CORTICO 2024 – sixième édition des Journées scientifiques CORTICO, May 2024, Nancy, France. ⟨hal-04550519⟩
  • Sotirios Papadopoulos, Ludovic Darmet, Maciej J Szul, Marco Congedo, James J Bonaiuto, et al.. Fast and reliable hand motor imagery decoding based on beta burst rate modulations. Neural Traces 2024 – Workshop, Brain and Data Science Group at Charité-Universitätsmedizin Berlin; Machine Learning and Inverse Modeling Group at Physikalisch-Technische Bundesanstalt, Berlin; Uncertainty, Inverse Modeling and Machine Learning (UNIML) Group at Technische Universität Berlin, Apr 2024, Berlin, Germany. ⟨hal-04550531⟩
  • Madalina Ciuca, Gabriel Vasile, Marco Congedo. Geometric Clustering of Polsar Data Using the Polar Decomposition. IGARSS 2023 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. pp.4. ⟨hal-04279007⟩
  • Sotirios Papadopoulos, Maciej J Szul, Marco Congedo, James Bonaiuto, Jérémie Mattout. Exploring distinct beta band activity representations during hand motor imagery. CORTICO 2023 – cinquième édition des Journées scientifiques CORTICO, May 2023, Paris, France. ⟨hal-04550508⟩
  • Marco Congedo, Alexandre Bleuzé, Jérémie Mattout. Group Learning by Joint Alignment in the Riemannian Tangent Space. GRETSI 2022 – XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France. ⟨hal-03778481⟩
  • Gabriel Vasile, Marco Congedo. Comparative analysis of ICA based Incoherent Target Decompositions for PolSAR data. IGARSS 2022 – IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. ⟨10.1109/IGARSS46834.2022.9883779⟩. ⟨hal-03727556⟩
  • Alexandre Bleuzé, Jérémie Mattout, Marco Congedo. Transfer learning for the Riemannian tangent space: Applications to Brain-Computer Interfaces. ICEET 2021 – 2021 International Conference on Engineering and Emerging Technologies, Oct 2021, Istanbul, Turkey. pp.1-6, ⟨10.1109/ICEET53442.2021.9659607⟩. ⟨hal-03420920⟩
  • Marco Congedo, Saloni Jain. A Julia Package for manipulating Brain-Computer Interface Data in the Manifold of Positive Definite Matrices. IEEE SMC 2019 International Conference on Systems, Man, and Cybernetics, Oct 2019, Bari, Italy. ⟨10.1109/SMC.2019.8914223⟩. ⟨hal-02315153⟩
  • P Clisson, R Bertrand-Lalo, Marco Congedo, G Victor-Thomas, J Chatel-Goldman. Timeflux: an open-source framework for the acquisition and near real-time processing of signal streams. BCI 2019 – 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria. ⟨10.3217/978-3-85125-682-6-17⟩. ⟨hal-02315098⟩
  • Marco Congedo, Pedro Luiz Coelho Rodrigues, Christian Jutten. The Riemannian Minimum Distance to Means Field Classifier. BCI 2019 – 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria. ⟨10.3217/978-3-85125-682-6-02⟩. ⟨hal-02315131⟩
  • Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten. « When does it work? »: An exploratory analysis of transfer learning for BCI. BCI 2019 – 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria. ⟨hal-02321580⟩
  • Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten. A Data Imputation Method for Matrices in the Symmetric Positive Definite Manifold. GRETSI 2019 – XXVIIème Colloque Francophone de Traitement du Signal et des Images, Aug 2019, Lille, France. ⟨hal-02321587⟩
  • Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten. Multivariate Time-Series Analysis Via Manifold Learning. SSP 2018 – 2018 IEEE Workshop on Statistical Signal Processing, Jun 2018, Fribourg-en-Brisgau, Germany. ⟨10.1109/SSP.2018.8450771⟩. ⟨hal-01868167⟩
  • Grégoire Cattan, Anton Andreev, C. Mendoza, Marco Congedo. The Impact of Passive Head-Mounted Virtual Reality Devices on the Quality of EEG Signals. VRIPHYS 2018 – Workshop on Virtual Reality Interaction and Physical Simulation, Apr 2018, Delft, Netherlands. ⟨10.2312/vriphys.20181064⟩. ⟨hal-01774915⟩
  • Paolo Zanini, Salem Said, Yannick Berthoumieu, Marco Congedo, Christian Jutten. Riemannian Online Algorithms for Estimating Mixture Model Parameters. GSI 2017 – Geometric Science of Information, Nov 2017, Paris, France. ⟨10.1007/978-3-319-68445-1_78⟩. ⟨hal-01630177⟩
  • Pedro Luiz Coelho Rodrigues, Florent Bouchard, Marco Congedo, Christian Jutten. Dimensionality Reduction for BCI classification using Riemannian geometry. BCI 2017 – 7th International Brain-Computer Interface Conference, Gernot R. Müller-Putz, Sep 2017, Graz, Austria. ⟨10.3217/978-3-85125-533-1-16⟩. ⟨hal-01591258⟩
  • Florent Bouchard, Pedro Luiz Coelho Rodrigues, Jérôme Malick, Marco Congedo. Réduction de dimension pour la Séparation Aveugle de Sources. GRETSI 2017 – XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-les-Pins, France. ⟨hal-01589766⟩
  • Pedro Luiz Coelho Rodrigues, Florent Bouchard, Marco Congedo, Christian Jutten. Géométrie Riemannienne appliquée à la réduction de la dimension de signaux EEG pour les interfaces cerveau-machine. GRETSI 2017 – XXVIème Colloque francophone de traitement du signal et des images, Cédric Richard; Marc Antonini, Sep 2017, Juan-Les-Pins, France. ⟨hal-01591252⟩
  • Marco Congedo, Pedro Luiz Coelho Rodrigues, Florent Bouchard, Alexandre Barachant, Christian Jutten. A Closed-Form Unsupervised Geometry-Aware Dimensionality Reduction Method in the Riemannian Manifold of SPD Matrices. EMBC 2017 – 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE, Jul 2017, Jeju Island, South Korea. pp.3198-3201, ⟨10.1109/EMBC.2017.8037537⟩. ⟨hal-01563153⟩
  • Florent Bouchard, Jérôme Malick, Marco Congedo. Approximate Joint Diagonalization According to the Natural Riemannian Distance. LVA/ICA 2017 – 13th International Conference on Latent Variable Analysis and Signal Separation, Feb 2017, Grenoble, France. pp.290-299, ⟨10.1007/978-3-319-53547-0_28⟩. ⟨hal-01551813⟩
  • Louis Korczowski, Florent Bouchard, Christian Jutten, Marco Congedo. Mining the Bilinear Structure of Data with Approximate Joint Diagonalization. EUSIPCO 2016 – 24th European Signal Processing Conference, EURASIP, Aug 2016, Budapest, Hungary. pp.667-671. ⟨hal-01357245⟩
  • Marco Congedo, Ronald Phlypo, Alexandre Barachant. A Fixed-Point Algorithm for Estimating Power Means of Positive Definite Matrices. EUSIPCO 2016 – 24th European Signal Processing Conference, IEEE, Aug 2016, Budapest, Hungary. pp.2016-2010. ⟨hal-01363817⟩
  • Florent Bouchard, Louis Korczowski, Jérôme Malick, Marco Congedo. Approximate Joint Diagonalization within the Riemannian Geometry Framework. EUSIPCO 2016 – 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.210-214, ⟨10.1109/EUSIPCO.2016.7760240⟩. ⟨hal-01370052⟩
  • Paolo Zanini, Marco Congedo, Christian Jutten, Salem Said, Yannick Berthoumieu. Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices. SAM 2016 – 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio de Janeiro, Brazil. ⟨hal-01325055⟩
  • Louis Korczowski, Alexandre Barachant, Anton Andreev, Christian Jutten, Marco Congedo. « Brain Invaders 2 » : an open source Plug & Play multi-user BCI videogame. BCI 2016 – 6th International Brain-Computer Interface Meeting, BCI Society, May 2016, Pacific Grove, CA, United States. pp.10.3217/978-3-85125-467-9, ⟨10.3217/978-3-85125-467-9-224⟩. ⟨hal-01318726⟩
  • Samaneh Nasiri Ghosheh Bolagh, Mohammad Bagher Shamsollahi, Christian Jutten, Marco Congedo. Unsupervised Cross-Subject BCI Learning and Classification using Riemannian Geometry. ESANN 2016 – 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, European Neural Network Society, Apr 2016, Bruges, Belgium. ⟨hal-01368298⟩
  • Louis Korczowski, Marco Congedo, Christian Jutten. Single-Trial Classification of Multi-User P300-Based Brain-Computer Interface Using Riemannian Geometry. EMBC 2015 – 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2015, Milan, Italy. ⟨10.1109/EMBC.2015.7318721⟩. ⟨hal-01191913⟩
  • Marco Congedo, Alexandre Barachant. A Special Form of SPD Covariance Matrix for Interpretation and Visualization of Data Manipulated with Riemannian Geometry. MaxEnt – 34th International Workshop on Bayesian Inference and Maximun Entropy Methods in Science and Engineering (MaxEnt’14), Sep 2014, Amboise, France. pp.495, ⟨10.1063/1.4906015⟩. ⟨hal-01103344⟩
  • Alexandre Barachant, Marco Congedo, Gijs van Veen, Christian Jutten. Classification de potentiels évoqués P300 par géométrie riemannienne pour les interfaces cerveau-machine EEG. GRETSI 2013 – XXIVème Colloque francophone de traitement du signal et des images, Sep 2013, Brest, France. pp.id394. ⟨hal-00877447⟩
  • Jonas Chatel-Goldman, Marco Congedo, Ronald Phlypo. Joint BSS as a natural analysis framework for EEG-hyperscanning. ICASSP 2013 – 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.1212-1216. ⟨hal-00831690⟩
  • Alexandre Barachant, Anton Andreev, Marco Congedo. The Riemannian Potato: an automatic and adaptive artifact detection method for online experiments using Riemannian geometry. TOBI Workshop lV, Jan 2013, Sion, Switzerland. pp.19-20. ⟨hal-00781701⟩
  • Sandra Rousseau, Christian Jutten, Marco Congedo. Closed-looping a P300 BCI using the ErrP. NCTA 2012 – 5th International Conference on Neural Computation Theory and Applications, Oct 2012, Barcelone, Spain. pp.1. ⟨hal-00741236⟩
  • Sandra Rousseau, Christian Jutten, Marco Congedo. Time window selection for improving error-related potential detection. NCTA 2012 – 5th International Conference on Neural Computation Theory and Applications, Oct 2012, Barcelone, Spain. pp.1. ⟨hal-00741234⟩
  • Sandra Rousseau, Christian Jutten, Marco Congedo. Designing spatial filters based on neuroscience theories to improve error-related potential classification. MLSP 2012 – IEEE 22nd International Workshop on Machine Learning for Signal Processing, Sep 2012, Santander, Spain. pp.1. ⟨hal-00741221⟩
  • Marco Congedo, Ronald Phlypo, Jonas Chatel-Goldman. Orthogonal and Non-Orthogonal Joint Blind Source Separation in the Least-Squares Sense. EUSIPCO 2012 – 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.1885-1889. ⟨hal-00737835⟩
  • Sandra Rousseau, Christian Jutten, Marco Congedo. The error-related potential and BCIs. ESANN 2012 – 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. ⟨hal-00700493⟩
  • Alexandre Barachant, Stéphane Bonnet, Marco Congedo, Christian Jutten. BCI Signal Classification using a Riemannian-based kernel. ESANN 2012 – 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.97-102. ⟨hal-00693321⟩
  • Louis Mayaud, Marco Congedo, Sabine Filipe, Guillaume Charvet, Remi Schoettel, et al.. Robust Virtual Keyboard for Brain-Computer Interface (ROBIK): An Halfway Update on the Project. Second IASTED International Conference on Robotics (Robo 2011), Nov 2011, Pittsburg, United States. pp.752-007. ⟨hal-00728525⟩
  • Alexandre Barachant, Stephane Bonnet, Marco Congedo, Christian Jutten. A Brain-Switch using Riemannian Geometry. BCI 2011 – 5th International Brain-Computer Interface Conference, Sep 2011, Graz, Austria. pp.64-67. ⟨hal-00629110⟩
  • Marco Congedo, Matthieu Goyat, Nicolas Tarrin, Gelu Ionescu, Léo Varnet, et al.. « Brain Invaders »: a prototype of an open-source P300- based video game working with the OpenViBE platform. BCI 2011 – 5th International Brain-Computer Interface Conference, Sep 2011, Graz, Austria. pp.280-283. ⟨hal-00641412⟩
  • Alexandre Barachant, Stephane Bonnet, Marco Congedo, Christian Jutten. Réalisation d’un Brain-Switch EEG par Géométrie Riemannienne. GRETSI 2011 – XXIIIème Colloque francophone de traitement du signal et des images, Sep 2011, Bordeaux, France. pp.n/c. ⟨hal-00602720⟩
  • Ronald Phlypo, Nisrine Jrad, Sandra Rousseau, Marco Congedo. A Non-Orthogonal SVD-based Decomposition for Phase Invariant Error-Related Potential Estimation. EMBC 2011 – 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Armentano Ricardo and Hudson Donna, Aug 2011, Boston, MA, United States. pp.6963-6966, ⟨10.1109/IEMBS.2011.6091760⟩. ⟨hal-00641447v2⟩
  • Nisrine Jrad, Ronald Phlypo, Marco Congedo. SVM feature selection for multidimensional EEG Data. ICASSP 2011 – IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.781 – 784. ⟨hal-00617900⟩
  • Nisrine Jrad, Marco Congedo. Spatio-temporal feature extraction and classification of Event-Related Potentials. CAp 2011 – 13ème Conférence Francophone d’Apprentissage, May 2011, Chambéry, France. pp.233-246. ⟨hal-00617904⟩
  • Nisrine Jrad, Marco Congedo. Identification of sparse spatio-temporal features in Evoked Response Potentials. ESANN 2011 – 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2011, Bruges, Belgium. pp.447-452. ⟨hal-00617902⟩
  • Hubert Cecotti, Ronald Phlypo, Bertrand Rivet, Marco Congedo, Emmanuel Maby, et al.. Impact of the time segment analysis for P300 detection with spatial filtering. ISABEL 2010 – 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies, Nov 2010, Rome, Italy. 5 p. ⟨hal-00536275⟩
  • Alexandre Barachant, Stephane Bonnet, Marco Congedo, Christian Jutten. Common Spatial Pattern revisited by Riemannian Geometry. MMSP 2010 – IEEE International Workshop on Multimedia Signal Processing, Oct 2010, Saint-Malo, France. pp.472, ⟨10.1109/MMSP.2010.5662067⟩. ⟨hal-00602686⟩
  • Ronald Phlypo, Nisrine Jrad, Bertrand Rivet, Marco Congedo. Common SpatioTemporal Pattern Analysis. LVA/ICA 2010 – 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint Malo, France. pp.596–603, ⟨10.1007/978-3-642-15995-4_74⟩. ⟨hal-00524884⟩
  • Alexandre Barachant, Stephane Bonnet, Marco Congedo, Christian Jutten. Riemannian geometry applied to BCI classification. LVA/ICA 2010 – 9th International Conference on Latent Variable Analysis and Signal Separation, Sep 2010, Saint-Malo, France. pp.629-636, ⟨10.1007/978-3-642-15995-4_78⟩. ⟨hal-00602700⟩
  • Ronald Phlypo, Marco Congedo. An Extension of the Canonical Correlation Analysis to the Case of Multiple Observations of Two Groups of Variables. EMBC 2010 – 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2010, Buenos Aires, Argentina. ⟨10.1109/IEMBS.2010.5627364⟩. ⟨hal-00495035⟩
  • Hubert Cecotti, Bertrand Rivet, Marco Congedo, Christian Jutten, Olivier Bertrand, et al.. Suboptimal sensor subset evaluation in a P300 Brain-Computer Interface. EUSIPCO 2010 – 18th European Signal Processing Conference, Aug 2010, Aalborg, Denmark. 5 p. ⟨hal-00514406⟩
  • Anatole Lécuyer, Marco Congedo, Edouard Gentaz, Olivier Joly, Sabine Coquillart. Influence of Visual Feedback on Passive Tactile Perception of Speed and Spacing of Rotating Gratings. EuroHaptics’10 – 2010 international conference on Haptics – generating and perceiving tangible sensations: Part II, Jul 2010, Amsterdam, Netherlands. pp.978-3-642-14074-7. ⟨inria-00537176⟩
  • Cedric Gouy-Pailler, Jérémie Mattout, Marco Congedo, Christian Jutten. Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics. ESANN 2009 – 17th European Symposium on Artificial Neural Networks, Apr 2009, Bruges, Belgium. pp.77. ⟨hal-00384879⟩
  • Cedric Gouy-Pailler, Reza Sameni, Marco Congedo, Christian Jutten. Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings. ICA 2009 – 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. pp.419–426, ⟨10.1007/978-3-642-00599-2⟩. ⟨hal-00369922⟩
  • Marco Congedo, Dinh-Tuan Pham. Least-Squares Joint Diagonalization of a matrix set by a congruence transformation. SinFra’09 – 2nd Singaporean-French IPAL Symposium, Feb 2009, Singapour, Singapore. pp.96-106, ⟨10.1142/9789814277563_0010⟩. ⟨hal-00371934⟩
  • Dinh-Tuan Pham, Marco Congedo. Least square joint diagonalization of matrices under an intrinsic scale constraint. ICA 2009 – 8th International Conference on Independent Component Analysis and Signal Separation, Feb 2009, Paraty, Brazil. pp.298-305, ⟨10.1007/978-3-642-00599-2_38⟩. ⟨hal-00371941⟩
  • Marco Congedo, Christian Jutten, Reza Sameni, Cedric Gouy-Pailler. A new General Weighted Least-Squares Algorithm for Approximate Joint Diagonalization. BCI 2008 – 4th International Brain-Computer Interface Workshop and Training Course, Sep 2008, Graz, Austria. pp.98-103. ⟨hal-00324215⟩
  • Cedric Gouy-Pailler, Marco Congedo, Clemens Brunner, Christian Jutten, Gert Pfurtscheller. Multi-Class Independent Common Spatial Patterns: Exploiting Energy Variations of Brain Sources. BCI 2008 – 4th International Brain-Computer Interface Workshop and Training Course, Sep 2008, Graz, Austria. pp.20–25. ⟨hal-00323579⟩
  • Cedric Gouy-Pailler, Marco Congedo, Christian Jutten, Clemens Brunner, Gert Pfurtscheller. Model-Based Source Separation for Multi-Class Motor Imagery. EUSIPCO 2008 – 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. pp.1569101877. ⟨hal-00290117⟩
  • Cedric Gouy-Pailler, Bertrand Rivet, Sophie Achard, Antoine Souloumiac, Christian Jutten, et al.. Théorie des graphes et dynamique des connexions cérébrales pour la conception d’interfaces cerveau-machines asynchrones. GRETSI 2007 – XXIème Colloque francophone de traitement du signal et des images, Sep 2007, Troyes, France. pp.673-676. ⟨hal-00174745⟩
  • Cedric Gouy-Pailler, Sophie Achard, Bertrand Rivet, Christian Jutten, Emmanuel Maby, et al.. Topographical Dynamics of Brain Connections for the Design of Asynchronous Brain-Computer Interfaces. EMBC 2007 – 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2007, Lyon, France. pp.2520-2523, ⟨10.1109/IEMBS.2007.4352841⟩. ⟨hal-00174738⟩

Poster de conférence1 document

  • Sotirios Papadopoulos, Maciej J Szul, Marco Congedo, James Bonaiuto, Jérémie Mattout. What is the exact relationship between beta band activity and hand motor imagery?. 10th International BCI Meeting, Jun 2023, Brussels, Belgium. ⟨hal-04550528⟩

Chapitres d’ouvrage9 documents

  • Madalina Ciuca, Gabriel Vasile, Marco Congedo, Michel Gay. Riemannian Clustering of PolSAR Data using the Polar Decomposition. C.H. Chen. Signal and Image Processing for Remote Sensing, 3rd edition, CRC Press, 2024, Signal and Image Processing of Earth Observations, ISBN 9781032437415. ⟨hal-03839678v3⟩
  • Robin Guillard, Marie-Josée Fraysse, Renaud Simeon, Thomas Cervoni, Jonathan Schmutz, et al.. A portable neurofeedback device for treating chronic subjective tinnitus: Feasibility and results of a pilot study. Winfried Schlee; Berthold Langguth; Tobias Kleinjung; Sven Vanneste; Dirk De Ridder. Tinnitus – An Interdisciplinary Approach Towards Individualized Treatment: From Heterogeneity to Personalized Medicine, 260, Elsevier, pp.167-185, 2021, Progress in Brain Research, ⟨10.1016/bs.pbr.2020.08.001⟩. ⟨hal-03683178⟩
  • Marco Congedo. The Analysis of Event-Related Potentials. Chang-Hwan Im. Computational EEG Analysis. Biological and Medical Physics, Biomedical Engineering, Springer, 2018, 978-981-13-0907-6. ⟨10.1007/978-981-13-0908-3_4⟩. ⟨hal-01867853⟩
  • Marco Congedo, Fernando Lopes da Silva. Event-related potentials: General aspects of methodology and quantification. Donald L. Schomer and Fernando H. Lopes da Silva,. Niedermeyer’s Electroencephalography: Basic Principles, Clinical Applications, and Related Fields, 7th edition, Oxford University Press, 2018. ⟨hal-01953600⟩
  • Fabrice Wendling, Marco Congedo, Fernanda Lopes da Silva. EEG analysis: Theory and Practice. Ernst Niedermeyer (Editor), Fernando Lopes Da Silva (Editor). Niedermeyer’s Electroencephalography: Basic Principles, Clinical Applications, and Related Fields, 7th edition. Edited by Donald L. Schomer and Fernando H. Lopes da Silva, Oxford University Press, 2018, Baltimore, USA: Williams & Wilkins, pp.1135-1163, 2018, Electroencephalography: Basic Principles, Clinical Applications and Related Fields, 4th edition, 978-0683302844. ⟨hal-01953609⟩
  • Fabien Lotte, Marco Congedo. Extraction de Caractéristiques du signal EEG. Maureen Clerc; Laurent Bougrain; Fabien Lotte. Les Interfaces Cerveau-Ordinateur 1 : fondements et méthodes, ISTE-Wiley, 2016. ⟨hal-01417027⟩
  • Anton Andreev, Alexandre Barachant, Fabien Lotte, Marco Congedo. Recreational Applications of OpenViBE: Brain Invaders and Use-the-Force. Maureen Clerc; Laurent Bougrai; Fabien Lotte. Brain-Computer Interfaces 2: Technology and Applications, chap. 14, John Wiley; Sons, pp.241-257, 2016, 978-1-84821-963-2. ⟨hal-01366873⟩
  • Marco Congedo, Sandra Rousseau, Christian Jutten. An Introduction to EEG Source Analysis with an illustration of a study on Error-Related Potentials. Miranda E and Castet J. Guide to Brain-Computer Music Interfacing, Springer, 2014, ISBN 978-1-4471-6584-2. ⟨hal-01078589⟩
  • Marco Congedo, Leslie Sherlin. EEG Source Analysis: Methods and Clinical Implications. Neurofeedback and Neuromodulation Techniques and Applications, Academic Press, pp.25-46, 2010. ⟨hal-00525624⟩

Pré-publications, Documents de travail2 documents

  • Isabella Costa Maia, Marco Congedo, Pedro Luiz Coelho Rodrigues, Salem Said. Curvature-based rejection sampling. 2025. ⟨hal-05332278v3⟩
  • Marco Congedo. A tribute to Alan Turing: Symmetric Gaussian Elimination. 2022. ⟨hal-03660449⟩

Rapports15 documents

  • Marco Congedo. Pseudo Affine-Invariant Riemannian Metrics for Efficient Brain-Computer Interfaces. GIPSA-lab, University Grenoble Alpes, CNRS, Grenoble-INP. 2026. ⟨hal-05616892⟩
  • Louis Korczowski, Martine Cederhout, Anton Andreev, Grégoire Cattan, Pedro Luiz Coelho Rodrigues, et al.. Brain Invaders Cooperative versus Competitive: Multi-User P300- based Brain-Computer Interface Dataset (bi2015b). [Research Report] GIPSA-lab. 2019. ⟨hal-02173913⟩
  • Louis Korczowski, Ekaterina Ostaschenko, Anton Andreev, Grégoire Cattan, Pedro Luiz Coelho Rodrigues, et al.. Brain Invaders Solo versus Collaboration: Multi-User P300-based Brain-Computer Interface Dataset (bi2014b). [Research Report] GIPSA-lab. 2019. ⟨hal-02173958⟩
  • Louis Korczowski, Martine Cederhout, Anton Andreev, Grégoire Cattan, Pedro Luiz Coelho Rodrigues, et al.. Brain Invaders calibration-less P300-based BCI with modulation of flash duration Dataset (bi2015a). [Research Report] GIPSA-lab. 2019. ⟨hal-02172347⟩
  • Louis Korczowski, Ekaterina Ostaschenko, Anton Andreev, Grégoire Cattan, Pedro Luiz Coelho Rodrigues, et al.. Brain Invaders calibration-less P300-based BCI using dry EEG electrodes Dataset (bi2014a). [Research Report] GIPSA-lab. 2019. ⟨hal-02171575⟩
  • Anton Andreev, Grégoire Cattan, Marco Congedo. Engineering study on the use of Head-Mounted display for Brain- Computer Interface. [Technical Report] 1, GIPSA-lab. 2019. ⟨hal-02166844⟩
  • Gijs van Veen, Alexandre Barachant, Anton Andreev, Grégoire Cattan, Pedro Luiz Coelho Rodrigues, et al.. Building Brain Invaders: EEG data of an experimental validation. [Research Report] 1, GIPSA-lab. 2019. ⟨hal-02126068⟩
  • Erwan Vaineau, Alexandre Barachant, Anton Andreev, Pedro Luiz Coelho Rodrigues, Grégoire Cattan, et al.. Brain Invaders Adaptive versus Non-Adaptive P300 Brain-Computer Interface dataset. [Research Report] 1, GIPSA-LAB. 2019. ⟨hal-02103098⟩
  • Grégoire Cattan, Pedro Luiz Coelho Rodrigues, Marco Congedo. Passive Head-Mounted Display Music-Listening EEG dataset. [Research Report] 2, Gipsa-Lab; IHMTEK. 2019. ⟨hal-02085118v2⟩
  • Grégoire Cattan, Anton Andreev, Pedro Luiz Coelho Rodrigues, Marco Congedo. Dataset of an EEG-based BCI experiment in Virtual Reality and on a Personal Computer. [Research Report] GIPSA-lab; IHMTEK. 2019. ⟨hal-02078533v3⟩
  • Grégoire Cattan, Anton Andreev, Cesar Mendoza, Marco Congedo. Rapport sur la stimulation auditive à usage des interfaces cerveau-machines. [Rapport de recherche] Gipsa-lab; IHMTEK. 2019. ⟨hal-01970139⟩
  • Grégoire Cattan, Pedro Luiz Coelho Rodrigues, Marco Congedo. EEG Alpha Waves Dataset. [Research Report] GIPSA-LAB. 2018. ⟨hal-02086581⟩
  • Grégoire Cattan, Anton Andreev, Bastien Maureille, Marco Congedo. Analysis of tagging latency when comparing event-related potentials. [Technical Report] Gipsa-Lab; IHMTEK. 2018. ⟨hal-01947551⟩
  • Marco Congedo. Non-Parametric Synchronization Measures used in EEG and MEG. [Technical Report] GIPSA-lab. 2018. ⟨hal-01868538v2⟩
  • Marco Congedo, Alexandre Barachant, Anton Andreev. A New Generation of Brain-Computer Interface Based on Riemannian Geometry. [Research Report] GIPSA-lab. 2013. ⟨hal-00879050⟩

Habilitations à diriger des recherches1 document

  • Marco Congedo. EEG Source Analysis. Neuroscience. Université de Grenoble, 2013. ⟨tel-00880483v6⟩

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