"A4": A Technique to Improve Perception of Contacts with Under-Actuated Haptic Devices in Virtual Reality. - Anatole Lécuyer; Jean-Marie Burkhardt; Jildaz Le Biller; Marco Congedo (WHC, 2005)

The Influence of Spatial Delocation on Perceptual Integration of Vision and Touch. - Marco Congedo; Anatole Lécuyer; Edouard Gentaz (Presence Teleoperators Virtual Environ., 2006)

Subspace Projection Filters for Real-Time Brain Electromagnetic Imaging. - Marco Congedo (IEEE Trans. Biomed. Eng., 2006)

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. Fischer; Dedra Buchwald (NeuroImage, 2007)

Model-based source separation for multi-class motor imagery. - Cédric Gouy-Pailler; Marco Congedo; Christian Jutten; Clemens Brunner 001; Gert Pfurtscheller (EUSIPCO, 2008)

Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics. - Cédric Gouy-Pailler; Jérémie Mattout; Marco Congedo; Christian Jutten (ESANN, 2009)

Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings. - Cédric Gouy-Pailler; Reza Sameni; Marco Congedo; Christian Jutten (ICA, 2009)

Least Square Joint Diagonalization of Matrices under an Intrinsic Scale Constraint. - Dinh-Tuan Pham; Marco Congedo (ICA, 2009)

Suboptimal sensor subset evaluation in a P300 brain-computer interface. - Hubert Cecotti; Bertrand Rivet; Marco Congedo; Christian Jutten; Olivier Bertrand; Emmanuel Maby; Jérémie Mattout (EUSIPCO, 2010)

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 (2), 2010)

Riemannian Geometry Applied to BCI Classification. - Alexandre Barachant; Stéphane Bonnet; Marco Congedo; Christian Jutten (LVA/ICA, 2010)

Common SpatioTemporal Pattern Analysis. - Ronald Phlypo; Nisrine Jrad; Bertrand Rivet; Marco Congedo (LVA/ICA, 2010)

Common Spatial Pattern revisited by Riemannian geometry. - Alexandre Barachant; Stéphane Bonnet; Marco Congedo; Christian Jutten (MMSP, 2010)

The neural correlates of tinnitus-related distress. - Sven Vanneste; Mark Plazier; Elsa van der Loo; Paul Van de Heyning; Marco Congedo; Dirk De Ridder (NeuroImage, 2010)

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; Vincent Delannoy; Olivier Bertrand; Anatole Lécuyer (Presence Teleoperators Virtual Environ., 2010)

Nonstationary Brain Source Separation for Multiclass Motor Imagery. - Cédric Gouy-Pailler; Marco Congedo; Clemens Brunner 001; Christian Jutten; Gert Pfurtscheller (IEEE Trans. Biomed. Eng., 2010)

Sélection de capteurs pour interfaces cerveau-ordinateur de type P300. - Hubert Cecotti; Bertrand Rivet; Marco Congedo; Christian Jutten; Olivier Bertrand; Emmanuel Maby; Jérémie Mattout (Traitement du Signal, 2010)

A data-driven process for the development of an eyes-closed EEG normative database. - Monica Aguilar; Marco Congedo; Javier Minguez (EMBC, 2011)

A non-orthogonal SVD-based decomposition for phase invariant error-related potential estimation. - Ronald Phlypo; Nisrine Jrad; Sandra Rousseau; Marco Congedo (EMBC, 2011)

Identification of sparse spatio-temporal features in Evoked Response Potentials. - Nisrine Jrad; Marco Congedo (ESANN, 2011)

SVM feature selection for multidimensional EEG data. - Nisrine Jrad; Ronald Phlypo; Marco Congedo (ICASSP, 2011)

Approximate Joint Singular Value Decomposition of an Asymmetric Rectangular Matrix Set. - Marco Congedo; Ronald Phlypo; Dinh-Tuan Pham (IEEE Trans. Signal Process., 2011)

BCI Signal Classification using a Riemannian-based kernel. - Alexandre Barachant; Stéphane Bonnet; Marco Congedo; Christian Jutten (ESANN, 2012)

The error-related potential and BCIs. - Sandra Rousseau; Christian Jutten; Marco Congedo (ESANN, 2012)

Orthogonal and non-orthogonal joint blind source separation in the least-squares sense. - Marco Congedo; Ronald Phlypo; Jonas Chatel-Goldman (EUSIPCO, 2012)

Time Window Selection for Improving Error-related Potential Detection. - Sandra Rousseau; Christian Jutten; Marco Congedo (IJCCI, 2012)

Closed-looping a P300 BCI using the ErrP. - Sandra Rousseau; Christian Jutten; Marco Congedo (IJCCI, 2012)

Designing spatial filters based on neuroscience theories to improve error-related potential classification. - Sandra Rousseau; Christian Jutten; Marco Congedo (MLSP, 2012)

Identification of spatial and temporal features of EEG. - Nisrine Jrad; Marco Congedo (Neurocomputing, 2012)

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 (J. Cogn. Neurosci., 2012)

Multiclass Brain-Computer Interface Classification by Riemannian Geometry. - Alexandre Barachant; Stéphane Bonnet; Marco Congedo; Christian Jutten (IEEE Trans. Biomed. Eng., 2012)

EEG Source Analysis. - Marco Congedo (2013)

Joint BSS as a natural analysis framework for EEG-hyperscanning. - Jonas Chatel-Goldman; Marco Congedo; Ronald Phlypo (ICASSP, 2013)

A New Generation of Brain-Computer Interface Based on Riemannian Geometry. - Marco Congedo; Alexandre Barachant; Anton Andreev (CoRR, 2013)

Classification of covariance matrices using a Riemannian-based kernel for BCI applications. - Alexandre Barachant; Stéphane Bonnet; Marco Congedo; Christian Jutten (Neurocomputing, 2013)

Mixed-Norm Regularization for Brain Decoding. - Rémi Flamary; Nisrine Jrad; Ronald Phlypo; Marco Congedo; Alain Rakotomamonjy (Comput. Math. Methods Medicine, 2014)

A Plug&Play P300 BCI Using Information Geometry. - Alexandre Barachant; Marco Congedo (CoRR, 2014)

Single-trial classification of multi-user P300-based Brain-Computer Interface using riemannian geometry. - Louis Korczowski; Marco Congedo; Christian Jutten (EMBC, 2015)

Unsupervised Cross-Subject BCI Learning and Classification using Riemannian Geometry. - Samaneh Nasiri Ghosheh Bolagh; Mohammad Bagher Shamsollahi; Christian Jutten; Marco Congedo (ESANN, 2016)

Approximate joint diagonalization within the Riemannian geometry framework. - Florent Bouchard; Louis Korczowski; Jérôme Malick; Marco Congedo (EUSIPCO, 2016)

A fixed-point algorithm for estimating power means of positive definite matrices. - Marco Congedo; Ronald Phlypo; Alexandre Barachant (EUSIPCO, 2016)

Mining the bilinear structure of data with approximate joint diagonalization. - Louis Korczowski; Florent Bouchard; Christian Jutten; Marco Congedo (EUSIPCO, 2016)

Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices. - Paolo Zanini; Marco Congedo; Christian Jutten; Salem Said; Yannick Berthoumieu (SAM, 2016)

Diagonality Measures of Hermitian Positive-Definite Matrices with Application to the Approximate Joint Diagonalization Problem. - Khaled Alyani; Marco Congedo; Maher Moakher (CoRR, 2016)

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)

Dimensionality Reduction for BCI Classification using Riemannian Geometry. - Pedro Luiz Coelho Rodrigues; Florent Bouchard; Marco Congedo; Christian Jutten (GBCIC, 2017)

Riemannian Online Algorithms for Estimating Mixture Model Parameters. - Paolo Zanini; Salem Said; Yannick Berthoumieu; Marco Congedo; Christian Jutten (GSI, 2017)

Approximate Joint Diagonalization According to the Natural Riemannian Distance. - Florent Bouchard; Jérôme Malick; Marco Congedo (LVA/ICA, 2017)

Fixed Point Algorithms for Estimating Power Means of Positive Definite Matrices. - Marco Congedo; Alexandre Barachant; Ehsan Kharati Koopaei (IEEE Trans. Signal Process., 2017)

Multivariate Time-Series Analysis Via Manifold Learning. - Pedro Luiz Coelho Rodrigues; Marco Congedo; Christian Jutten (SSP, 2018)

The Impact of Passive Head-Mounted Virtual Reality Devices on the Quality of EEG Signals. - Grégoire Cattan; Anton Andreev; César Mendoza; Marco Congedo (VRIPHYS, 2018)

Recommendations for Integrating a P300-Based Brain Computer Interface in Virtual Reality Environments for Gaming. - Grégoire Cattan; César Mendoza; Anton Andreev; Marco Congedo (Comput., 2018)

Analysis of tagging latency when comparing event-related potentials. - Grégoire Cattan; Anton Andreev; Bastien Maureille; Marco Congedo (CoRR, 2018)

Transfer Learning: A Riemannian Geometry Framework With Applications to Brain-Computer Interfaces. - Paolo Zanini; Marco Congedo; Christian Jutten; Salem Said; Yannick Berthoumieu (IEEE Trans. Biomed. Eng., 2018)

Riemannian Optimization and Approximate Joint Diagonalization for Blind Source Separation. - Florent Bouchard; Jérôme Malick; Marco Congedo (IEEE Trans. Signal Process., 2018)

Timeflux: an open-source framework for the acquisition and near real-time processing of signal streams. - Pierre Clisson; Raphaëlle Bertrand-Lalo; Marco Congedo; Guillaume Victor-Thomas; Jonas Chatel-Goldman (GBCIC, 2019)

The Riemannian Minimum Distance to means field Classifier. - Marco Congedo; Pedro Rodrigues 002; Christian Jutten (GBCIC, 2019)

"When does it work ?" : An exploratory analysis of Transfer Learning for BCI. - Pedro Luiz Coelho Rodrigues; Marco Congedo; Christian Jutten (GBCIC, 2019)

A Julia Package for manipulating Brain-Computer Interface Data in the Manifold of Positive Definite Matrices. - Marco Congedo; Saloni Jain (SMC, 2019)

Dataset of an EEG-based BCI experiment in Virtual Reality and on a Personal Computer. - Grégoire Cattan; Anton Andreev; Pedro C. Rodrigues; Marco Congedo (CoRR, 2019)

Passive Head-Mounted Display Music-Listening EEG dataset. - Grégoire Cattan; Pedro C. Rodrigues; Marco Congedo (CoRR, 2019)

Brain Invaders Adaptive versus Non-Adaptive P300 Brain-Computer Interface dataset. - Erwan Vaineau; Alexandre Barachant; Anton Andreev; Pedro C. Rodrigues; Grégoire Cattan; Marco Congedo (CoRR, 2019)

Building Brain Invaders: EEG data of an experimental validation. - Gijsbrecht Van Veen; Alexandre Barachant; Anton Andreev; Grégoire Cattan; Pedro Coelho Rodrigues; Marco Congedo (CoRR, 2019)

Engineering study on the use of Head-Mounted display for Brain- Computer Interface. - Anton Andreev; Grégoire Cattan; Marco Congedo (CoRR, 2019)

An Unsupervised Multichannel Artifact Detection Method for Sleep EEG Based on Riemannian Geometry. - Elizaveta Saifutdinová; Marco Congedo; Daniela Urbaczka Dudysova; Lenka Lhotská; Jana Koprivova; Václav Gerla (Sensors, 2019)

Riemannian Procrustes Analysis: Transfer Learning for Brain-Computer Interfaces. - Pedro Luiz Coelho Rodrigues; Christian Jutten; Marco Congedo (IEEE Trans. Biomed. Eng., 2019)

Approximate Joint Diagonalization with Riemannian Optimization on the General Linear Group. - Florent Bouchard; Bijan Afsari; Jérôme Malick; Marco Congedo (SIAM J. Matrix Anal. Appl., 2020)

Dimensionality Transcending: A Method for Merging BCI Datasets With Different Dimensionalities. - Pedro L. C. Rodrigues; Marco Congedo; Christian Jutten (IEEE Trans. Biomed. Eng., 2021)

A Comparison of Mobile VR Display Running on an Ordinary Smartphone With Standard PC Display for P300-BCI Stimulus Presentation. - Grégoire Hugues Cattan; Anton Andreev; César Mendoza; Marco Congedo (IEEE Trans. Games, 2021)

Comparative Analysis of ICA Based Incoherent Target Decompositions for Polsar Data. - Gabriel Vasile; Marco Congedo (IGARSS, 2022)

Geometric Clustering of Polsar Data Using the Polar Decomposition. - Madalina Ciuca; Gabriel Vasile; Marco Congedo (IGARSS, 2023)

Transfer Learning for P300 Brain-Computer Interfaces by Joint Alignment of Feature Vectors. - Fatih Altindis; Antara Banerjee; Ronald Phlypo; Bülent Yilmaz; Marco Congedo (IEEE J. Biomed. Health Informatics, 2023)

An Automatic Riemannian Artifact Rejection Method for P300-based BCIs. - Davoud Hajhassani; Jérémie Mattout; Marco Congedo (EUSIPCO, 2024)

The Riemannian Means Field Classifier for EEG-Based BCI Data. - Anton Andreev; Grégoire Cattan; Marco Congedo (CoRR, 2025)