Marco Congedo

169
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Publications

Publications

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Improved Riemannian potato field: an Automatic Artifact Rejection Method for EEG

Davoud Hajhassani , Quentin Barthélemy , Jérémie Mattout , Marco Congedo

Biomedical Signal Processing and Control, 2026, 112, pp.108505. ⟨10.1016/j.bspc.2025.108505⟩

Article dans une revue hal-05248416v1
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Tinnitus, lucid dreaming and awakening. An online survey and theoretical implications.

Robin Guillard , Nicolas Dauman , Aurélien Cadix , Charlotte Glabasnia Linck , Marco Congedo et al.

Hearing Research, 2025, 458, pp.109204. ⟨10.1016/j.heares.2025.109204⟩

Article dans une revue (data paper) hal-05015415v1
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The Riemannian Means Field Classifier for EEG-Based BCI Data

Anton Andreev , Grégoire Cattan , Marco Congedo

Sensors, 2025, 25 (7), pp.2305. ⟨10.3390/s25072305⟩

Article dans une revue hal-05043032v1
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Why does tinnitus vary with naps? A polysomnographic prospective study exploring the somatosensory hypothesis

Robin Guillard , Vincent Philippe , Adam Hessas , Brice Faraut , Sarah Michiels et al.

Hearing Research, 2025, 455, pp.109152. ⟨10.1016/j.heares.2024.109152⟩

Article dans une revue hal-04832935v1
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Beta bursts question the ruling power for brain-computer interfaces

Sotirios Papadopoulos , Maciej J Szul , Marco Congedo , James J Bonaiuto , Jérémie Mattout

Journal of Neural Engineering, 2024, 21 (1), pp.016010. ⟨10.1088/1741-2552/ad19ea⟩

Article dans une revue hal-04213112v1
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Nap-induced modulations of tinnitus -a cross-sectional database analysis

Robin Guillard , Martin Schecklmann , Jorge Simoes , Berthold Langguth , Alain Londero et al.

Scientific Reports, 2024, 14 (1), pp.20111. ⟨10.1038/s41598-024-70871-z⟩

Article dans une revue hal-04832870v1
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Surfing beta burst waveforms to improve motor imagery-based BCI

Sotirios Papadopoulos , Ludovic Darmet , Maciej J Szul , Marco Congedo , James J Bonaiuto et al.

Imaging Neuroscience, 2024, 2, pp.1-15. ⟨10.1162/imag_a_00391⟩

Article dans une revue hal-04842181v2
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Validated French translation of the ESIT-SQ standardized tinnitus screening questionnaire

Robin Guillard , F. Decobecq , M.-J. Fraysse , A. Favre , Marco Congedo et al.

European Annals of Otorhinolaryngology, Head and Neck Diseases, 2023, 140 (4), pp.153-157. ⟨10.1016/j.anorl.2022.12.007⟩

Article dans une revue hal-04940836v1
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Transfer Learning for P300 Brain-Computer Interfaces by Joint Alignment of Feature Vectors

Fatih Altindis , Antara Banerjee , Ronald Phlypo , Bulent Yilmaz , Marco Congedo

IEEE Journal of Biomedical and Health Informatics, 2023, 27 (10), pp.4696-4706. ⟨10.1109/JBHI.2023.3299837⟩

Article dans une revue hal-04255249v1
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Traduction française validée du questionnaire standardisé d'anamnèse d'acouphène ESIT-SQ

Robin Guillard , Fanny Decobecq , Marie-Josée Fraysse , Antoine Favre , Marco Congedo et al.

Annales françaises d'Oto-rhino-laryngologie et de Pathologie Cervico-faciale, 2023, 140 (4), pp.155-160. ⟨10.1016/j.aforl.2022.09.015⟩

Article dans une revue hal-03790230v1
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REM Sleep Impairment May Underlie Sleep-Driven Modulations of Tinnitus in Sleep Intermittent Tinnitus Subjects: A Controlled Study

Robin Guillard , Louis Korczowski , Damien Léger , Marco Congedo , Alain Londero

International Journal of Environmental Research and Public Health, 2023, Special Issue Sleep Deprivation and Related Health Issues, 20 (8), pp.5509. ⟨10.3390/ijerph20085509⟩

Article dans une revue hal-04261382v1
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Comparing Clustering Methods Applied to Tinnitus within a Bootstrapped and Diagnostic-Driven Semi-Supervised Framework

Robin Guillard , Adam Hessas , Louis Korczowski , Alain Londero , Marco Congedo et al.

Brain Sciences, 2023, 13 (4), pp.572. ⟨10.3390/brainsci13040572⟩

Article dans une revue hal-04261381v1
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Tangent space alignment: Transfer learning for Brain-Computer Interface

Alexandre Bleuzé , Jérémie Mattout , Marco Congedo

Frontiers in Human Neuroscience, 2022, 16, pp.1049985. ⟨10.3389/fnhum.2022.1049985⟩

Article dans une revue (data paper) hal-04149663v2
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A comparison of mobile VR display running on an ordinary smartphone with standard PC display for P300-BCI stimulus presentation

Grégoire Cattan , Anton Andreev , Cesar Mendoza , Marco Congedo

IEEE Transactions on Games, 2021, 13 (1), pp.68-77. ⟨10.1109/TG.2019.2957963⟩

Article dans une revue hal-02464023v1
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Dimensionality transcending: a method for merging BCI datasets with different dimensionalities

Pedro Luiz Coelho Rodrigues , Marco Congedo , Christian Jutten

IEEE Transactions on Biomedical Engineering, 2020, 68 (2), pp.673 - 684. ⟨10.1109/TBME.2020.3010854⟩

Article dans une revue hal-02905045v1
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Consensus on the reporting and experimental design of clinical and cognitive-behavioural neurofeedback studies (CRED-nf checklist)

Tomas Ros , Stefanie Enriquez-Geppert , Vadim Zotev , Kymberly D Young , Guilherme Wood et al.

Brain - A Journal of Neurology , 2020, 143, pp.1674 - 1685. ⟨10.1093/brain/awaa009⟩

Article dans une revue hal-03417202v1
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Approximate joint diagonalization with Riemannian optimization on the general linear group

Florent Bouchard , Bijan Afsari , Jérôme Malick , Marco Congedo

SIAM Journal on Matrix Analysis and Applications, 2020, 41 (1), pp.152-170. ⟨10.1137/18M1232838⟩

Article dans une revue hal-02328480v1
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The Riemannian Potato Field: A Tool for Online Signal Quality Index of EEG

Quentin Barthélemy , Louis Mayaud , David Ojeda , Marco Congedo

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2019, 27 (2), pp.244-255. ⟨10.1109/TNSRE.2019.2893113⟩

Article dans une revue hal-02015909v1
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Procrustes problems in Riemannian manifolds of positive definite matrices

Rajendra Bhatia , Marco Congedo

Linear Algebra and its Applications, 2019, 563, pp.440-445. ⟨10.1016/j.laa.2018.11.009⟩

Article dans une revue hal-02023293v1
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Clinical and experimental factors influencing the efficacy of neurofeedback in ADHD: a meta-analysis

Aurore Bussalb , Marco Congedo , Quentin Barthélemy , David Ojeda , Eric Acquaviva et al.

Frontiers in Psychiatry, 2019, 10 (35), pp.PMC6388544. ⟨10.3389/fpsyt.2019.00035⟩

Article dans une revue hal-02315647v1
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An Unsupervised Multichannel Artifact Detection Method for Sleep EEG Based on Riemannian Geometry

Elizaveta Saifutdinova , Marco Congedo , Daniela Dudysova , Lenka Lhotska , Jana Koprivova et al.

Sensors, 2019, 19 (3), pp.602. ⟨10.3390/s19030602⟩

Article dans une revue hal-02006300v1
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Alpha-phase synchrony EEG training for multi-resistant chronic low back pain patients: an open-label pilot study

Louis Mayaud , Hélène Wu , Quentin Barthélemy , Patrick Favennec , Yannick Delpierre et al.

European Spine Journal, 2019, 28, pp.2487-2501. ⟨10.1007/s00586-019-06051-9⟩

Article dans une revue hal-02171808v1
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Recommendations for Integrating a P300-Based Brain Computer Interface in Virtual Reality Environments for Gaming

Grégoire Cattan , Cesar Mendoza , Anton Andreev , Marco Congedo

Computers, 2018, Special Issue Advances in Mobile Augmented Reality, 7 (2), pp.34. ⟨10.3390/computers7020034⟩

Article dans une revue hal-01801151v1
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Riemannian Procrustes Analysis : Transfer Learning for Brain-Computer Interfaces

Pedro Luiz Coelho Rodrigues , Christian Jutten , Marco Congedo

IEEE Transactions on Biomedical Engineering, 2018, 66 (8), pp.2390 - 2401. ⟨10.1109/TBME.2018.2889705⟩

Article dans une revue hal-01971856v1
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Riemannian Optimization and Approximate Joint Diagonalization for Blind Source Separation

Florent Bouchard , Jérôme Malick , Marco Congedo

IEEE Transactions on Signal Processing, 2018, 66 (8), pp.2041-2054. ⟨10.1109/TSP.2018.2795539⟩

Article dans une revue hal-01875788v1
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Transfer learning: a Riemannian geometry framework with applications to Brain-Computer Interfaces

Paolo Zanini , Marco Congedo , Christian Jutten , Salem Said , Yannick Berthoumieu

IEEE Transactions on Biomedical Engineering, 2018, 65 (5), pp.1107-1116. ⟨10.1109/TBME.2017.2742541⟩

Article dans une revue hal-01923278v1
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A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces: A 10-year Update

Fabien Lotte , Laurent Bougrain , Andrzej Cichocki , Maureen Clerc , Marco Congedo et al.

Journal of Neural Engineering, 2018, 15 (3), pp.55. ⟨10.1088/1741-2552/aab2f2⟩

Article dans une revue hal-01846433v1
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Diagonality measures of Hermitian positive-definite matrices with application to the approximate joint diagonalization problem

Khaled Alyani , Marco Congedo , Maher Moakher

Linear Algebra and its Applications, 2017, 528, pp.290 - 320. ⟨10.1016/j.laa.2016.08.031⟩

Article dans une revue hal-01578462v1
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Riemannian geometry for EEG-based brain-computer interfaces; a primer and a review

Marco Congedo , Alexandre Barachant , Rajendra Bhatia

Brain-Computer Interfaces, 2017, 4 (3), pp.155-174. ⟨10.1080/2326263X.2017.1297192⟩

Article dans une revue hal-01570120v1
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Fixed Point Algorithms for Estimating Power Means of Positive Definite Matrices

Marco Congedo , Alexandre Barachant , Rajendra Bhatia

IEEE Transactions on Signal Processing, 2017, 65 (9), pp.2211 - 2220. ⟨10.1109/TSP.2017.2649483⟩

Article dans une revue hal-01500514v1
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Online denoising of eye-blinks in electroencephalography

Quentin Barthélemy , Louis Mayaud , Yann Renard , Daekeun Kim , Seung-Wan Kang et al.

Neurophysiologie Clinique = Clinical Neurophysiology, 2017, 47 (5-6), pp.371-391. ⟨10.1016/j.neucli.2017.10.059⟩

Article dans une revue hal-01660666v1
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Neurofeedback: One of today's techniques in psychiatry?

Martijn Arns , Jean-Marie Batail , Stéphanie Bioulac , Marco Congedo , Christophe Daudet et al.

L'Encéphale, 2017, 43 (2), pp.135-145. ⟨10.1016/j.encep.2016.11.003⟩

Article dans une revue hal-01415897v1
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Music Performance As an Experimental Approach to Hyperscanning Studies

Michaël Acquadro , Marco Congedo , Dirk de Riddeer

Frontiers in Human Neuroscience, 2016, 10, pp.242. ⟨10.3389/fnhum.2016.00242⟩

Article dans une revue hal-01321557v1
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Whole scalp EEG power change is not a prerequisite for further EEG processing

Dirk de Ridder , Marco Congedo , Jae-Jin Song , Sven Vanneste

Hearing Research, 2016, 339, pp.215-216. ⟨10.1016/j.heares.2016.07.001⟩

Article dans une revue hal-01370794v1
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Spatio-temporal common pattern: A companion method for ERP analysis in the time domain

Marco Congedo , Louis Korczowski , Arnaud Delorme , Fernando Lopes da Silva

Journal of Neuroscience Methods, 2016, 267, pp.74-88. ⟨10.1016/j.jneumeth.2016.04.008⟩

Article dans une revue hal-01343026v1
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The neural correlates of subjectively perceived and passively matched loudness perception in auditory phantom perception

Dirk de Ridder , Marco Congedo , Sven Vanneste

Brain and Behavior, 2015, 5 (5), pp.e00331. ⟨10.1002/brb3.331⟩

Article dans une revue hal-01225472v1
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Approximate Joint Diagonalization and Geometric Mean of Symmetric Positive Definite Matrices

Marco Congedo , Bijan Afsari , Alexandre Barachant , Maher Moakher

PLoS ONE, 2015, 10 (4), pp.e0121423. ⟨10.1371/journal.pone.0121423⟩

Article dans une revue hal-01149652v1
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A controlled study on the cognitive effect of alpha neurofeedback training in patients with major depressive disorder

Carlos Escolano , Mayte Navarro-Gil , Javier Garcia-Campayo , Marco Congedo , Dirk de Ridder et al.

Frontiers in Behavioral Neuroscience, 2014, 8, pp.296. ⟨10.3389/fnbeh.2014.00296⟩

Article dans une revue hal-01064141v1
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Mixed-norm Regularization for Brain Decoding

Rémi Flamary , Nisrine Jrad , Ronald Phlypo , Marco Congedo , Alain Rakotomamonjy

Computational and Mathematical Methods in Medicine, 2014, 2014, pp.ID 317056. ⟨10.1155/2014/317056⟩

Article dans une revue hal-00708243v2
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The Effects of Individual Upper Alpha Neurofeedback in ADHD: An Open-Label Pilot Study

Carlos Escolano , Mayte Navarro-Gil , Javier Garcia-Campayo , Marco Congedo , Javier Minguez

Applied Psychophysiology and Biofeedback, 2014, 3 (3-4), pp.193-202. ⟨10.1007/s10484-014-9257-6⟩

Article dans une revue hal-01069514v1
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Touch increases autonomic coupling between romantic partners

Jonas Chatel-Goldman , Marco Congedo , Christian Jutten , Jean-Luc Schwartz

Frontiers in Behavioral Neuroscience, 2014, 8, pp.95. ⟨10.3389/fnbeh.2014.00095⟩

Article dans une revue hal-01056115v1
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Source-based neurofeedback methods using EEG recordings: training altered brain activity in a functional brain source derived from blind source separation

David J White , Marco Congedo , Joseph Ciorciari

Frontiers in Behavioral Neuroscience, 2014, 8, pp.1-9. ⟨10.3389/fnbeh.2014.00373⟩

Article dans une revue hal-01077180v1
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A comparison of recording modalities of P300 event-related potentials (ERP) for brain-computer interface (BCI) paradigm

Louis Mayaud , Marco Congedo , Aurélien van Laghenhove , Marjorie Figère , Eric Azabou et al.

Neurophysiologie Clinique = Clinical Neurophysiology, 2013, 43 (4), pp.217-227. ⟨10.1016/j.neucli.2013.06.002⟩

Article dans une revue hal-00909021v1
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Robust Brain-computer interface for virtual Keyboard (RoBIK): project results

Louis Mayaud , Sabine Filipe , Lucie Petegnief , Olivier Rochecouste , Marco Congedo

Innovation and Research in BioMedical engineering, 2013, 34 (2), pp.131-138. ⟨10.1016/j.irbm.2013.01.013⟩

Article dans une revue hal-00805549v1

Neurofeedback : un traitement non invasif du trouble du déficit de l’attention

Marco Congedo , Alexandre Bouchet , Anatole Lécuyer

Interstices, 2013

Article dans une revue hal-01352174v1
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Prediction of treatment response and the effect of independent component neurofeedback in obsessive-compulsive disorder: a randomized, sham-controlled, and double-blind study

Jana Kopřivová , Marco Congedo , Michal Razska , Ján Praško , Martin Brunovský et al.

Neuropsychobiology, 2013, 67 (4), pp.210-223. ⟨10.1159/000347087⟩

Article dans une revue hal-00908604v1
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Pinpointing a highly specific pathological functional connection that turns phantom sound into distress

Sven Vanneste , Marco Congedo , Dirk de Ridder

Cerebral Cortex, 2013, pp.bht068. ⟨10.1093/cercor/bht068⟩

Article dans une revue hal-00916506v1
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Classification of covariance matrices using a Riemannian-based kernel for BCI applications

Alexandre Barachant , Stéphane Bonnet , Marco Congedo , Christian Jutten

Neurocomputing, 2013, 112, pp.172-178. ⟨10.1016/j.neucom.2012.12.039⟩

Article dans une revue hal-00820475v1
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Non-local mind from the perspective of social cognition

Jonas Chatel-Goldman , Jean-Luc Schwartz , Christian Jutten , Marco Congedo

Frontiers in Human Neuroscience, 2013, 7 (107), ⟨10.3389/fnhum.2013.00107⟩

Article dans une revue hal-00830957v1
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Multiclass Brain-Computer Interface Classification by Riemannian Geometry

Alexandre Barachant , Stéphane Bonnet , Marco Congedo , Christian Jutten

IEEE Transactions on Biomedical Engineering, 2012, 59 (4), pp.920-928. ⟨10.1109/TBME.2011.2172210⟩

Article dans une revue hal-00681328v1
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Identification of spatial and temporal features of EEG

Nisrine Jrad , Marco Congedo

Neurocomputing, 2012, 90 (1), pp.66-71. ⟨10.1016/j.neucom.2012.02.032⟩

Article dans une revue hal-00777267v1
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Brain Oscillatory Activity during Spatial Navigation: Theta and Gamma Activity Link Medial Temporal and Parietal Regions

David J White , Marco Congedo , Joseph Ciorciari , Richard B. Silberstein

Journal of Cognitive Neuroscience, 2012, 24 (3), pp.686-697. ⟨10.1162/jocn_a_00098⟩

Article dans une revue hal-00683579v1
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A robust sensor-selection method for P300 brain-computer interfaces.

Hubert Cecotti , Bertrand Rivet , Marco Congedo , Christian Jutten , Olivier Bertrand et al.

Journal of Neural Engineering, 2011, 8 (1), pp.016001. ⟨10.1088/1741-2560/8/1/016001⟩

Article dans une revue hal-00584756v1
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Approximate Joint Singular Value Decomposition of an Asymmetric Rectangular Matrix Set

Marco Congedo , Ronald Phlypo , Dinh-Tuan Pham

IEEE Transactions on Signal Processing, 2011, 59 (1), pp.415-424. ⟨10.1109/TSP.2010.2087018⟩

Article dans une revue hal-00559251v1
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sw-SVM : sensor weighting Support Vector Machines for EEG-based Brain-Computer Interfaces

Nisrine Jrad , Marco Congedo , Ronald Phlypo , Sandra Rousseau , Rémi Flamary et al.

Journal of Neural Engineering, 2011, 8 (5), pp.056004. ⟨10.1088/1741-2560/8/5/056004⟩

Article dans une revue hal-00617810v1
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The Distressed Brain: A Group Blind Source Separation Analysis on Tinnitus

Dirk de Ridder , Sven Vanneste , Marco Congedo

PLoS ONE, 2011, 6 (10), pp.e24273. ⟨10.1371/journal.pone.0024273⟩

Article dans une revue hal-00642666v1
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EEG source analysis in obsessive-compulsive disorder

Jana Kopřivová , Marco Congedo , Jiří Horáček , Ján Praško , Michal Raszka et al.

Clinical Neurophysiology, 2011, 122 (9), pp.1735-1743. ⟨10.1016/j.clinph.2011.01.051⟩

Article dans une revue hal-00620687v1
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Insular lateralization in tinnitus distress

E van Der Loo , Marco Congedo , S Vanneste , P van de Heyning , D de Ridder

Autonomic Neuroscience: Basic and Clinical, 2011, 165 (2), pp.191-4. ⟨10.1016/j.autneu.2011.06.007⟩

Article dans une revue hal-00643188v1

Quand le cerveau parle aux machines

Marco Congedo , Christian Jutten

Interstices, 2011

Article dans une revue hal-01350265v1
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Non-Stationary Brain Source Separation for Multi-Class Motor Imagery

Cedric Gouy-Pailler , Marco Congedo , Clemens Brunner , Christian Jutten , Gert Pfurtscheller

IEEE Transactions on Biomedical Engineering, 2010, 57 (2), pp.469-478. ⟨10.1109/TBME.2009.2032162⟩

Article dans une revue hal-00460494v1

Quand le cerveau parle aux machines

Marco Congedo , Christian Jutten

DocSciences, 2010, 13, pp.40-47

Article dans une revue hal-00528577v1
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OpenViBE: An Open-Source Software Platform to Design, Test and Use Brain-Computer Interfaces in Real and Virtual Environments

Yann Renard , Fabien Lotte , Guillaume Gibert , Marco Congedo , Emmanuel Maby et al.

Presence: Teleoperators and Virtual Environments, 2010, 19 (1), pp.35-53. ⟨10.1162/pres.19.1.35⟩

Article dans une revue hal-00477153v1
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On the "Dependence" of "Independent" Group EEG Sources; an EEG Study on Two Large Databases

Marco Congedo , Roy John , Dirk de Ridder , Leslie Prichep , Robert Isenhart

Brain Topography: a Journal of Cerebral Function and Dynamics, 2010, 23 (2), pp.134. ⟨10.1007/s10548-009-0113-6⟩

Article dans une revue hal-00423717v1
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Group independent component analysis of resting state EEG in large normative samples

Marco Congedo , Roy John , Dirk de Ridder , Leslie Prichep

International Journal of Psychophysiology, 2010, 78, pp.89-99. ⟨10.1016/j.ijpsycho.2010.06.003⟩

Article dans une revue hal-00523200v1
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Sélection de capteurs pour interface cerveau-ordinateur de type P300

Hubert Cecotti , Bertrand Rivet , Marco Congedo , Christian Jutten , Olivier Bertrand et al.

Traitement du Signal, 2010, 27 (6), pp.515-540

Article dans une revue hal-00998901v1
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The neural correlates of tinnitus-related distress

Sven Venneste , Mark Plazier , Elsa van Der Loo , Paul van de Heyning , Marco Congedo et al.

NeuroImage, 2010, 52 (2), pp.470-80. ⟨10.1016/j.neuroimage.2010.04.029⟩

Article dans une revue hal-00480500v1
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Neurofeedback improves executive functioning in children with autism spectrum disorders

Mirjam M.E.J Kouijzer , Jan J.M.H. de Moor , Berrie B.J.L. Gerrits , Marco Congedo , Hein H.T. van Schie

Research in Autism Spectrum Disorders, 2009, 3 (1), pp.145-162. ⟨10.1016/j.rasd.2008.05.001⟩

Article dans une revue hal-00297294v1
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Tinnitus intensity dependent gamma oscillations of the contralateral auditory cortex.

Elsa van Der Loo , Steffen Gais , Marco Congedo , Sven Vanneste , Mark Plazier et al.

PLoS ONE, 2009, 4 (10), pp.e7396. ⟨10.1371/journal.pone.0007396⟩

Article dans une revue hal-00423719v1
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Differentiating a network of executive attention: LORETA neurofeedback in anterior cingulate and dorsolateral prefrontal cortices

Rex Lee Cannon , Marco Congedo , Joel F. Lubar , Teresa Hutchens

International Journal of Neuroscience, 2009, 119 (3), pp.404-441. ⟨10.1080/00207450802480325⟩

Article dans une revue hal-00351888v1
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On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics

Marco Congedo , Cedric Gouy-Pailler , Christian Jutten

Clinical Neurophysiology, 2008, 119 (12), pp.2677-2686. ⟨10.1016/j.clinph.2008.09.007⟩

Article dans une revue hal-00343628v1
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Correlation between Independent Components of scalp EEG and intra-cranial EEG (iEEG) time series

Elsa van Der Loo , Marco Congedo , Mark Plazier , Paul van de Heyning , Dirk de Ridder

International Journal of bioelectromagnetism, 2007, 9 (4), pp.270-275

Article dans une revue hal-00241202v1
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A review of classification algorithms for EEG-based brain–computer interfaces

Fabien Lotte , Marco Congedo , Anatole Lécuyer , Fabrice Lamarche , Bruno Arnaldi

Journal of Neural Engineering, 2007, 4, pp.24

Article dans une revue inria-00134950v1
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Low-resolution Electromagnetic Brain Tomography (LORETA) of Monozygotic Twins Discordant for Chronic Fatigue Syndrome

Leslie Sherlin , Thomas Budzynski , Helen Kogan Budzynski , Marco Congedo , Mary E. Fisher et al.

NeuroImage, 2007, 34 (4), pp.1438-42

Article dans une revue hal-00460501v1
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Subspace Projection Filters for Real-Time Brain Electromagnetic Imaging

Marco Congedo

IEEE Transactions on Biomedical Engineering, 2006, 53 (8), pp.1624-34

Article dans une revue hal-00460510v1
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Classification of movement intention by spatially filtered electromagnetic inverse solutions

Marco Congedo , Fabien Lotte , Anatole Lécuyer

Physics in Medicine and Biology, 2006, 51, pp.1971-1989. ⟨10.1088/0031-9155/51/8/002⟩

Article dans une revue inria-00134948v1
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Low-Resolution Electromagnetic Tomography Neurofeedback

Marco Congedo , Joel F. Lubar , D. Joffe

IEEE Transactions on Rehabilitation Engineering, 2004, 12 (4), pp.387-97

Article dans une revue hal-00460517v1
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Internal Clustering Validation on Riemannian manifolds for PolSAR Data Analysis

Gabriel Vasile , Marco Congedo

IGARSS 2025 - IEEE International Geoscience and Remote Sensing Symposium, Aug 2025, Brisbane, Australia. pp.4

Communication dans un congrès hal-05357968v1
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Riemannian Geometry Methods for Enhancing EEG-Based Assessment of Mindfulness Treatment in Migraine

Pasquale Arpaia , Marco Congedo , Lucrezia Di Marino , Elisa Visani , Licia Grazzi et al.

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

Communication dans un congrès hal-05332927v1
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Many-to-Many Transfer Learning on Motor Imagery BCI

Fatih Altindiş , Bülent Yilmaz , Marco Congedo

DASA 2024 - International Conference on Decision Aid Sciences and Applications, Dec 2024, Manama, Bahrain. pp.1-5, ⟨10.1109/DASA63652.2024.10836450⟩

Communication dans un congrès hal-04906816v1
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Fast and reliable hand motor imagery decoding based on beta burst rate modulations

Sotirios Papadopoulos , Ludovic Darmet , Maciej J Szul , Marco Congedo , James Bonaiuto et al.

CORTICO 2024 - sixième édition des Journées scientifiques CORTICO, May 2024, Nancy, France

Communication dans un congrès hal-04550519v1
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Improved motor imagery decoding with spatiotemporal filtering based on beta burst kernels

Sotirios Papadopoulos , Ludovic Darmet , Maciej J Szul , Marco Congedo , James Bonaiuto et al.

BCI 2024 - 9th Graz Brain-Computer Interface Conference, Sep 2024, Graz, Austria

Communication dans un congrès hal-04701260v1
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An Automatic Riemannian Artifact Rejection Method for P300-based BCIs

Davoud Hajhassani , Jérémie Mattout , Marco Congedo

EUSIPCO 2024 - 32nd European Signal Processing Conference, Aug 2024, Lyon, France

Communication dans un congrès hal-04645211v1
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Fast and reliable hand motor imagery decoding based on beta burst rate modulations

Sotirios Papadopoulos , Ludovic Darmet , Maciej J Szul , Marco Congedo , James J Bonaiuto et al.

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

Communication dans un congrès hal-04550531v1
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Exploring distinct beta band activity representations during hand motor imagery

Sotirios Papadopoulos , Maciej J Szul , Marco Congedo , James Bonaiuto , Jérémie Mattout

CORTICO 2023 - cinquième édition des Journées scientifiques CORTICO, May 2023, Paris, France

Communication dans un congrès hal-04550508v1
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Geometric Clustering of Polsar Data Using the Polar Decomposition

Madalina Ciuca , Gabriel Vasile , Marco Congedo

IGARSS 2023 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. pp.4

Communication dans un congrès hal-04279007v1
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Comparative analysis of ICA based Incoherent Target Decompositions for PolSAR data

Gabriel Vasile , Marco Congedo

IGARSS 2022 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. ⟨10.1109/IGARSS46834.2022.9883779⟩

Communication dans un congrès hal-03727556v1
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Group Learning by Joint Alignment in the Riemannian Tangent Space

Marco Congedo , Alexandre Bleuzé , Jérémie Mattout

GRETSI 2022 - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France

Communication dans un congrès hal-03778481v1
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Transfer learning for the Riemannian tangent space: Applications to Brain-Computer Interfaces

Alexandre Bleuzé , Jérémie Mattout , Marco Congedo

ICEET 2021 - 2021 International Conference on Engineering and Emerging Technologies, Oct 2021, Istanbul, Turkey. pp.1-6, ⟨10.1109/ICEET53442.2021.9659607⟩

Communication dans un congrès hal-03420920v1
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The Riemannian Minimum Distance to Means Field Classifier

Marco Congedo , Pedro Luiz Coelho Rodrigues , Christian Jutten

BCI 2019 - 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria. ⟨10.3217/978-3-85125-682-6-02⟩

Communication dans un congrès hal-02315131v1
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Timeflux: an open-source framework for the acquisition and near real-time processing of signal streams

P Clisson , R Bertrand-Lalo , Marco Congedo , G Victor-Thomas , J Chatel-Goldman

BCI 2019 - 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria. ⟨10.3217/978-3-85125-682-6-17⟩

Communication dans un congrès hal-02315098v1
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When does it work?": An exploratory analysis of transfer learning for BCI

Pedro Luiz Coelho Rodrigues , Marco Congedo , Christian Jutten

BCI 2019 - 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria

Communication dans un congrès hal-02321580v1
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A Data Imputation Method for Matrices in the Symmetric Positive Definite Manifold

Pedro Luiz Coelho Rodrigues , Marco Congedo , Christian Jutten

GRETSI 2019 - XXVIIème Colloque Francophone de Traitement du Signal et des Images, Aug 2019, Lille, France

Communication dans un congrès hal-02321587v1
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A Julia Package for manipulating Brain-Computer Interface Data in the Manifold of Positive Definite Matrices

Marco Congedo , Saloni Jain

IEEE SMC 2019 International Conference on Systems, Man, and Cybernetics, Oct 2019, Bari, Italy. ⟨10.1109/SMC.2019.8914223⟩

Communication dans un congrès hal-02315153v1
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Multivariate Time-Series Analysis Via Manifold Learning

Pedro Luiz Coelho Rodrigues , Marco Congedo , Christian Jutten

SSP 2018 - 2018 IEEE Workshop on Statistical Signal Processing, Jun 2018, Fribourg-en-Brisgau, Germany. ⟨10.1109/SSP.2018.8450771⟩

Communication dans un congrès hal-01868167v1
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The Impact of Passive Head-Mounted Virtual Reality Devices on the Quality of EEG Signals

Grégoire Cattan , Anton Andreev , C. Mendoza , Marco Congedo

VRIPHYS 2018 - Workshop on Virtual Reality Interaction and Physical Simulation, Apr 2018, Delft, Netherlands. ⟨10.2312/vriphys.20181064⟩

Communication dans un congrès hal-01774915v1
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Dimensionality Reduction for BCI classification using Riemannian geometry

Pedro Luiz Coelho Rodrigues , Florent Bouchard , Marco Congedo , Christian Jutten

BCI 2017 - 7th International Brain-Computer Interface Conference, Gernot R. Müller-Putz, Sep 2017, Graz, Austria. ⟨10.3217/978-3-85125-533-1-16⟩

Communication dans un congrès hal-01591258v1
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Riemannian Online Algorithms for Estimating Mixture Model Parameters

Paolo Zanini , Salem Said , Yannick Berthoumieu , Marco Congedo , Christian Jutten

GSI 2017 - Geometric Science of Information, Nov 2017, Paris, France. ⟨10.1007/978-3-319-68445-1_78⟩

Communication dans un congrès hal-01630177v1
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Géométrie Riemannienne appliquée à la réduction de la dimension de signaux EEG pour les interfaces cerveau-machine

Pedro Luiz Coelho Rodrigues , Florent Bouchard , Marco Congedo , Christian Jutten

GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Cédric Richard; Marc Antonini, Sep 2017, Juan-Les-Pins, France

Communication dans un congrès hal-01591252v1
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Réduction de dimension pour la Séparation Aveugle de Sources

Florent Bouchard , Pedro Luiz Coelho Rodrigues , Jérôme Malick , Marco Congedo

GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-les-Pins, France

Communication dans un congrès hal-01589766v1
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Approximate Joint Diagonalization According to the Natural Riemannian Distance

Florent Bouchard , Jérôme Malick , Marco Congedo

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⟩

Communication dans un congrès hal-01551813v1
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A Closed-Form Unsupervised Geometry-Aware Dimensionality Reduction Method in the Riemannian Manifold of SPD Matrices

Marco Congedo , Pedro Luiz Coelho Rodrigues , Florent Bouchard , Alexandre Barachant , Christian Jutten

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⟩

Communication dans un congrès hal-01563153v1
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Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices

Paolo Zanini , Marco Congedo , Christian Jutten , Salem Said , Yannick Berthoumieu

SAM 2016 - 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio de Janeiro, Brazil

Communication dans un congrès hal-01325055v1
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Mining the Bilinear Structure of Data with Approximate Joint Diagonalization

Louis Korczowski , Florent Bouchard , Christian Jutten , Marco Congedo

EUSIPCO 2016 - 24th European Signal Processing Conference, EURASIP, Aug 2016, Budapest, Hungary. pp.667-671

Communication dans un congrès hal-01357245v1
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Approximate Joint Diagonalization within the Riemannian Geometry Framework

Florent Bouchard , Louis Korczowski , Jérôme Malick , Marco Congedo

EUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.210-214, ⟨10.1109/EUSIPCO.2016.7760240⟩

Communication dans un congrès hal-01370052v1
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Brain Invaders 2" : an open source Plug & Play multi-user BCI videogame

Louis Korczowski , Alexandre Barachant , Anton Andreev , Christian Jutten , Marco Congedo

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⟩

Communication dans un congrès hal-01318726v1
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Unsupervised Cross-Subject BCI Learning and Classification using Riemannian Geometry

Samaneh Nasiri Ghosheh Bolagh , Mohammad Bagher Shamsollahi , Christian Jutten , Marco Congedo

ESANN 2016 - 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, European Neural Network Society, Apr 2016, Bruges, Belgium

Communication dans un congrès hal-01368298v1
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A Fixed-Point Algorithm for Estimating Power Means of Positive Definite Matrices

Marco Congedo , Ronald Phlypo , Alexandre Barachant

EUSIPCO 2016 - 24th European Signal Processing Conference, IEEE, Aug 2016, Budapest, Hungary. pp.2016-2010

Communication dans un congrès hal-01363817v1
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Single-Trial Classification of Multi-User P300-Based Brain-Computer Interface Using Riemannian Geometry

Louis Korczowski , Marco Congedo , Christian Jutten

EMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2015, Milan, Italy. ⟨10.1109/EMBC.2015.7318721⟩

Communication dans un congrès hal-01191913v1
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A Special Form of SPD Covariance Matrix for Interpretation and Visualization of Data Manipulated with Riemannian Geometry

Marco Congedo , Alexandre Barachant

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⟩

Communication dans un congrès hal-01103344v1
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Joint BSS as a natural analysis framework for EEG-hyperscanning

Jonas Chatel-Goldman , Marco Congedo , Ronald Phlypo

ICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.1212-1216

Communication dans un congrès hal-00831690v1
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The Riemannian Potato: an automatic and adaptive artifact detection method for online experiments using Riemannian geometry

Alexandre Barachant , Anton Andreev , Marco Congedo

TOBI Workshop lV, Jan 2013, Sion, Switzerland. pp.19-20

Communication dans un congrès hal-00781701v1
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Classification de potentiels évoqués P300 par géométrie riemannienne pour les interfaces cerveau-machine EEG

Alexandre Barachant , Marco Congedo , Gijs van Veen , Christian Jutten

GRETSI 2013 - XXIVème Colloque francophone de traitement du signal et des images, Sep 2013, Brest, France. pp.id394

Communication dans un congrès hal-00877447v1
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BCI Signal Classification using a Riemannian-based kernel

Alexandre Barachant , Stéphane Bonnet , Marco Congedo , Christian Jutten

ESANN 2012 - 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.97-102

Communication dans un congrès hal-00693321v1
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The error-related potential and BCIs

Sandra Rousseau , Christian Jutten , Marco Congedo

ESANN 2012 - 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium

Communication dans un congrès hal-00700493v1
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Closed-looping a P300 BCI using the ErrP

Sandra Rousseau , Christian Jutten , Marco Congedo

NCTA 2012 - 5th International Conference on Neural Computation Theory and Applications, Oct 2012, Barcelone, Spain. pp.1

Communication dans un congrès hal-00741236v1
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Time window selection for improving error-related potential detection

Sandra Rousseau , Christian Jutten , Marco Congedo

NCTA 2012 - 5th International Conference on Neural Computation Theory and Applications, Oct 2012, Barcelone, Spain. pp.1

Communication dans un congrès hal-00741234v1
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Orthogonal and Non-Orthogonal Joint Blind Source Separation in the Least-Squares Sense

Marco Congedo , Ronald Phlypo , Jonas Chatel-Goldman

EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.1885-1889

Communication dans un congrès hal-00737835v1
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Designing spatial filters based on neuroscience theories to improve error-related potential classification

Sandra Rousseau , Christian Jutten , Marco Congedo

MLSP 2012 - IEEE 22nd International Workshop on Machine Learning for Signal Processing, Sep 2012, Santander, Spain. pp.1

Communication dans un congrès hal-00741221v1
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Robust Virtual Keyboard for Brain-Computer Interface (ROBIK): An Halfway Update on the Project

Louis Mayaud , Marco Congedo , Sabine Filipe , Guillaume Charvet , Remi Schoettel et al.

Second IASTED International Conference on Robotics (Robo 2011), Nov 2011, Pittsburg, United States. pp.752-007

Communication dans un congrès hal-00728525v1
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A Non-Orthogonal SVD-based Decomposition for Phase Invariant Error-Related Potential Estimation

Ronald Phlypo , Nisrine Jrad , Sandra Rousseau , Marco Congedo

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⟩

Communication dans un congrès hal-00641447v2
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Réalisation d'un Brain-Switch EEG par Géométrie Riemannienne

Alexandre Barachant , Stephane Bonnet , Marco Congedo , Christian Jutten

GRETSI 2011 - XXIIIème Colloque francophone de traitement du signal et des images, Sep 2011, Bordeaux, France. pp.n/c

Communication dans un congrès hal-00602720v1
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A Brain-Switch using Riemannian Geometry

Alexandre Barachant , Stephane Bonnet , Marco Congedo , Christian Jutten

BCI 2011 - 5th International Brain-Computer Interface Conference, Sep 2011, Graz, Austria. pp.64-67

Communication dans un congrès hal-00629110v1
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Brain Invaders": a prototype of an open-source P300- based video game working with the OpenViBE platform

Marco Congedo , Matthieu Goyat , Nicolas Tarrin , Gelu Ionescu , Léo Varnet et al.

BCI 2011 - 5th International Brain-Computer Interface Conference, Sep 2011, Graz, Austria. pp.280-283

Communication dans un congrès hal-00641412v1
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SVM feature selection for multidimensional EEG Data

Nisrine Jrad , Ronald Phlypo , Marco Congedo

ICASSP 2011 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.781 - 784

Communication dans un congrès hal-00617900v1
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Spatio-temporal feature extraction and classification of Event-Related Potentials

Nisrine Jrad , Marco Congedo

CAp 2011 - 13ème Conférence Francophone d'Apprentissage, May 2011, Chambéry, France. pp.233-246

Communication dans un congrès hal-00617904v1
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Identification of sparse spatio-temporal features in Evoked Response Potentials

Nisrine Jrad , Marco Congedo

ESANN 2011 - 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2011, Bruges, Belgium. pp.447-452

Communication dans un congrès hal-00617902v1
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Riemannian geometry applied to BCI classification

Alexandre Barachant , Stephane Bonnet , Marco Congedo , Christian Jutten

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⟩

Communication dans un congrès hal-00602700v1
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Influence of Visual Feedback on Passive Tactile Perception of Speed and Spacing of Rotating Gratings

Anatole Lécuyer , Marco Congedo , Edouard Gentaz , Olivier Joly , Sabine Coquillart

EuroHaptics'10 - 2010 international conference on Haptics - generating and perceiving tangible sensations: Part II, Jul 2010, Amsterdam, Netherlands. pp.978-3-642-14074-7

Communication dans un congrès inria-00537176v1
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Common SpatioTemporal Pattern Analysis

Ronald Phlypo , Nisrine Jrad , Bertrand Rivet , Marco Congedo

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⟩

Communication dans un congrès hal-00524884v1
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Suboptimal sensor subset evaluation in a P300 Brain-Computer Interface

Hubert Cecotti , Bertrand Rivet , Marco Congedo , Christian Jutten , Olivier Bertrand et al.

EUSIPCO 2010 - 18th European Signal Processing Conference, Aug 2010, Aalborg, Denmark. 5 p

Communication dans un congrès hal-00514406v1
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Common Spatial Pattern revisited by Riemannian Geometry

Alexandre Barachant , Stephane Bonnet , Marco Congedo , Christian Jutten

MMSP 2010 - IEEE International Workshop on Multimedia Signal Processing, Oct 2010, Saint-Malo, France. pp.472, ⟨10.1109/MMSP.2010.5662067⟩

Communication dans un congrès hal-00602686v1
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An Extension of the Canonical Correlation Analysis to the Case of Multiple Observations of Two Groups of Variables

Ronald Phlypo , Marco Congedo

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⟩

Communication dans un congrès hal-00495035v1
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Impact of the time segment analysis for P300 detection with spatial filtering

Hubert Cecotti , Ronald Phlypo , Bertrand Rivet , Marco Congedo , Emmanuel Maby et al.

ISABEL 2010 - 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies, Nov 2010, Rome, Italy. 5 p

Communication dans un congrès hal-00536275v1
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Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings

Cedric Gouy-Pailler , Reza Sameni , Marco Congedo , Christian Jutten

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⟩

Communication dans un congrès hal-00369922v1
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Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics

Cedric Gouy-Pailler , Jérémie Mattout , Marco Congedo , Christian Jutten

ESANN 2009 - 17th European Symposium on Artificial Neural Networks, Apr 2009, Bruges, Belgium. pp.77

Communication dans un congrès hal-00384879v1
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Least-Squares Joint Diagonalization of a matrix set by a congruence transformation

Marco Congedo , Dinh-Tuan Pham

SinFra'09 - 2nd Singaporean-French IPAL Symposium, Feb 2009, Singapour, Singapore. pp.96-106, ⟨10.1142/9789814277563_0010⟩

Communication dans un congrès hal-00371934v1
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Least square joint diagonalization of matrices under an intrinsic scale constraint

Dinh-Tuan Pham , Marco Congedo

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⟩

Communication dans un congrès hal-00371941v1
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Model-Based Source Separation for Multi-Class Motor Imagery

Cedric Gouy-Pailler , Marco Congedo , Christian Jutten , Clemens Brunner , Gert Pfurtscheller

EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. pp.1569101877

Communication dans un congrès hal-00290117v1
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A new General Weighted Least-Squares Algorithm for Approximate Joint Diagonalization

Marco Congedo , Christian Jutten , Reza Sameni , Cedric Gouy-Pailler

BCI 2008 - 4th International Brain-Computer Interface Workshop and Training Course, Sep 2008, Graz, Austria. pp.98-103

Communication dans un congrès hal-00324215v1
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Multi-Class Independent Common Spatial Patterns: Exploiting Energy Variations of Brain Sources

Cedric Gouy-Pailler , Marco Congedo , Clemens Brunner , Christian Jutten , Gert Pfurtscheller

BCI 2008 - 4th International Brain-Computer Interface Workshop and Training Course, Sep 2008, Graz, Austria. pp.20--25

Communication dans un congrès hal-00323579v1
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Théorie des graphes et dynamique des connexions cérébrales pour la conception d'interfaces cerveau-machines asynchrones

Cedric Gouy-Pailler , Bertrand Rivet , Sophie Achard , Antoine Souloumiac , Christian Jutten et al.

GRETSI 2007 - XXIème Colloque francophone de traitement du signal et des images, Sep 2007, Troyes, France. pp.676-676

Communication dans un congrès hal-00174745v1
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Topographical Dynamics of Brain Connections for the Design of Asynchronous Brain-Computer Interfaces

Cedric Gouy-Pailler , Sophie Achard , Bertrand Rivet , Christian Jutten , Emmanuel Maby et al.

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⟩

Communication dans un congrès hal-00174738v1
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Riemannian Clustering of PolSAR Data using the Polar Decomposition

Madalina Ciuca , Gabriel Vasile , Marco Congedo , Michel Gay

C.H. Chen. Signal and Image Processing for Remote Sensing, 3rd edition, CRC Press, 2024, Signal and Image Processing of Earth Observations, ISBN 9781032437415

Chapitre d'ouvrage hal-03839678v3
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A portable neurofeedback device for treating chronic subjective tinnitus: Feasibility and results of a pilot study

Robin Guillard , Marie-Josée Fraysse , Renaud Simeon , Thomas Cervoni , Jonathan Schmutz et al.

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⟩

Chapitre d'ouvrage hal-03683178v1
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The Analysis of Event-Related Potentials

Marco Congedo

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⟩

Chapitre d'ouvrage hal-01867853v1
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Event-related potentials: General aspects of methodology and quantification

Marco Congedo , Fernando Lopes da Silva

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

Chapitre d'ouvrage hal-01953600v1

EEG analysis: Theory and Practice

Fabrice Wendling , Marco Congedo , Fernanda Lopes da Silva

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

Chapitre d'ouvrage hal-01953609v1
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Recreational Applications of OpenViBE: Brain Invaders and Use-the-Force

Anton Andreev , Alexandre Barachant , Fabien Lotte , Marco Congedo

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

Chapitre d'ouvrage hal-01366873v1
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Extraction de Caractéristiques du signal EEG

Fabien Lotte , Marco Congedo

Maureen Clerc; Laurent Bougrain; Fabien Lotte. Les Interfaces Cerveau-Ordinateur 1 : fondements et méthodes, ISTE-Wiley, 2016

Chapitre d'ouvrage hal-01417027v1
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An Introduction to EEG Source Analysis with an illustration of a study on Error-Related Potentials

Marco Congedo , Sandra Rousseau , Christian Jutten

Miranda E and Castet J. Guide to Brain-Computer Music Interfacing, Springer, 2014, ISBN 978-1-4471-6584-2

Chapitre d'ouvrage hal-01078589v1

EEG Source Analysis: Methods and Clinical Implications

Marco Congedo , Leslie Sherlin

Neurofeedback and Neuromodulation Techniques and Applications, Academic Press, pp.25-46, 2010

Chapitre d'ouvrage hal-00525624v1
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Brain Invaders calibration-less P300-based BCI using dry EEG electrodes Dataset (bi2014a)

Louis Korczowski , Ekaterina Ostaschenko , Anton Andreev , Grégoire Cattan , Pedro Luiz Coelho Rodrigues et al.

[Research Report] GIPSA-lab. 2019

Rapport (rapport de recherche) hal-02171575v1
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Building Brain Invaders: EEG data of an experimental validation

Gijs van Veen , Alexandre Barachant , Anton Andreev , Grégoire Cattan , Pedro Luiz Coelho Rodrigues et al.

[Research Report] 1, GIPSA-lab. 2019

Rapport (rapport de recherche) hal-02126068v1
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Passive Head-Mounted Display Music-Listening EEG dataset

Grégoire Cattan , Pedro Luiz Coelho Rodrigues , Marco Congedo

[Research Report] 2, Gipsa-Lab; IHMTEK. 2019

Rapport (rapport de recherche) hal-02085118v2
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Brain Invaders calibration-less P300-based BCI with modulation of flash duration Dataset (bi2015a)

Louis Korczowski , Martine Cederhout , Anton Andreev , Grégoire Cattan , Pedro Luiz Coelho Rodrigues et al.

[Research Report] GIPSA-lab. 2019

Rapport (rapport de recherche) hal-02172347v1
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Dataset of an EEG-based BCI experiment in Virtual Reality and on a Personal Computer

Grégoire Cattan , Anton Andreev , Pedro Luiz Coelho Rodrigues , Marco Congedo

[Research Report] GIPSA-lab; IHMTEK. 2019

Rapport (rapport de recherche) hal-02078533v3
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Engineering study on the use of Head-Mounted display for Brain- Computer Interface

Anton Andreev , Grégoire Cattan , Marco Congedo

[Technical Report] 1, GIPSA-lab. 2019

Rapport (rapport technique) hal-02166844v1
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Brain Invaders Solo versus Collaboration: Multi-User P300-based Brain-Computer Interface Dataset (bi2014b)

Louis Korczowski , Ekaterina Ostaschenko , Anton Andreev , Grégoire Cattan , Pedro Luiz Coelho Rodrigues et al.

[Research Report] GIPSA-lab. 2019

Rapport (rapport de recherche) hal-02173958v1
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Brain Invaders Adaptive versus Non-Adaptive P300 Brain-Computer Interface dataset

Erwan Vaineau , Alexandre Barachant , Anton Andreev , Pedro Luiz Coelho Rodrigues , Grégoire Cattan et al.

[Research Report] 1, GIPSA-LAB. 2019

Rapport (rapport de recherche) hal-02103098v1
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Rapport sur la stimulation auditive à usage des interfaces cerveau-machines

Grégoire Cattan , Anton Andreev , Cesar Mendoza , Marco Congedo

[Rapport de recherche] Gipsa-lab; IHMTEK. 2019

Rapport (rapport de recherche) hal-01970139v1
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Brain Invaders Cooperative versus Competitive: Multi-User P300- based Brain-Computer Interface Dataset (bi2015b)

Louis Korczowski , Martine Cederhout , Anton Andreev , Grégoire Cattan , Pedro Luiz Coelho Rodrigues et al.

[Research Report] GIPSA-lab. 2019

Rapport (rapport de recherche) hal-02173913v1
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Non-Parametric Synchronization Measures used in EEG and MEG

Marco Congedo

[Technical Report] GIPSA-lab. 2018

Rapport (rapport technique) hal-01868538v2
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Analysis of tagging latency when comparing event-related potentials

Grégoire Cattan , Anton Andreev , Bastien Maureille , Marco Congedo

[Technical Report] Gipsa-Lab; IHMTEK. 2018

Rapport (rapport technique) hal-01947551v1
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EEG Alpha Waves Dataset

Grégoire Cattan , Pedro Luiz Coelho Rodrigues , Marco Congedo

[Research Report] GIPSA-LAB. 2018

Rapport (rapport de recherche) hal-02086581v1

A New Generation of Brain-Computer Interface Based on Riemannian Geometry

Marco Congedo , Alexandre Barachant , Anton Andreev

[Research Report] GIPSA-lab. 2013

Rapport (rapport de recherche) hal-00879050v1
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EEG Source Analysis

Marco Congedo

Neuroscience. Université de Grenoble, 2013

HDR tel-00880483v6