Marco Congedo

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 36

Top Topics

Transfer Learning

Positive Definite

Computer Interface

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Madalina Ciuca, Gabriel Vasile, Marco Congedo
Geometric Clustering of Polsar Data Using the Polar Decomposition. IGARSS (2023)
Fatih Altindis, Antara Banerjee, Ronald Phlypo, Bülent Yilmaz, Marco Congedo
Transfer Learning for P300 Brain-Computer Interfaces by Joint Alignment of Feature Vectors. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Gabriel Vasile, Marco Congedo
Comparative Analysis of ICA Based Incoherent Target Decompositions for Polsar Data. IGARSS (2022)
Pedro L. C. Rodrigues, Marco Congedo, Christian Jutten
Dimensionality Transcending: A Method for Merging BCI Datasets With Different Dimensionalities. IEEE Trans. Biomed. Eng. 68 (2) (2021)
Grégoire Hugues Cattan, Anton Andreev, César Mendoza, Marco Congedo
A Comparison of Mobile VR Display Running on an Ordinary Smartphone With Standard PC Display for P300-BCI Stimulus Presentation. IEEE Trans. Games 13 (1) (2021)
Florent Bouchard, Bijan Afsari, Jérôme Malick, Marco Congedo
Approximate Joint Diagonalization with Riemannian Optimization on the General Linear Group. SIAM J. Matrix Anal. Appl. 41 (1) (2020)
Grégoire Cattan, Anton Andreev, César Mendoza, Marco Congedo
A comparison of mobile VR display running on an ordinary smartphone with standard PC display for P300-BCI stimulus presentation. CoRR (2020)
Marco Congedo, Saloni Jain
A Julia Package for manipulating Brain-Computer Interface Data in the Manifold of Positive Definite Matrices. SMC (2019)
Elizaveta Saifutdinová, Marco Congedo, Daniela Urbaczka Dudysova, Lenka Lhotská, Jana Koprivova, Václav Gerla
An Unsupervised Multichannel Artifact Detection Method for Sleep EEG Based on Riemannian Geometry. Sensors 19 (3) (2019)
Grégoire Cattan, Anton Andreev, Pedro C. Rodrigues, Marco Congedo
Dataset of an EEG-based BCI experiment in Virtual Reality and on a Personal Computer. CoRR (2019)
Anton Andreev, Grégoire Cattan, Marco Congedo
Engineering study on the use of Head-Mounted display for Brain- Computer Interface. CoRR (2019)
Gijsbrecht Van Veen, Alexandre Barachant, Anton Andreev, Grégoire Cattan, Pedro Coelho Rodrigues, Marco Congedo
Building Brain Invaders: EEG data of an experimental validation. CoRR (2019)
Marco Congedo, Pedro Rodrigues, Christian Jutten
The Riemannian Minimum Distance to means field Classifier. GBCIC (2019)
Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten
"When does it work ?" : An exploratory analysis of Transfer Learning for BCI. GBCIC (2019)
Grégoire Cattan, Pedro C. Rodrigues, Marco Congedo
Passive Head-Mounted Display Music-Listening EEG dataset. CoRR (2019)
Pierre Clisson, Raphaelle Bertrand-Lalo, Marco Congedo, Guillaume Victor-Thomas, Jonas Chatel-Goldman
Timeflux: an open-source framework for the acquisition and near real-time processing of signal streams. GBCIC (2019)
Erwan Vaineau, Alexandre Barachant, Anton Andreev, Pedro C. Rodrigues, Grégoire Cattan, Marco Congedo
Brain Invaders Adaptive versus Non-Adaptive P300 Brain-Computer Interface dataset. CoRR (2019)
Pedro Luiz Coelho Rodrigues, Christian Jutten, Marco Congedo
Riemannian Procrustes Analysis: Transfer Learning for Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 66 (8) (2019)
Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten
Multivariate Time-Series Analysis Via Manifold Learning. SSP (2018)
Grégoire Cattan, Anton Andreev, César Mendoza, Marco Congedo
The Impact of Passive Head-Mounted Virtual Reality Devices on the Quality of EEG Signals. VRIPHYS (2018)
Grégoire Cattan, Anton Andreev, Bastien Maureille, Marco Congedo
Analysis of tagging latency when comparing event-related potentials. CoRR (2018)
Paolo Zanini, Marco Congedo, Christian Jutten, Salem Said, Yannick Berthoumieu
Transfer Learning: A Riemannian Geometry Framework With Applications to Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 65 (5) (2018)
Grégoire Cattan, César Mendoza, Anton Andreev, Marco Congedo
Recommendations for Integrating a P300-Based Brain Computer Interface in Virtual Reality Environments for Gaming. Comput. 7 (2) (2018)
Florent Bouchard, Jérôme Malick, Marco Congedo
Riemannian Optimization and Approximate Joint Diagonalization for Blind Source Separation. IEEE Trans. Signal Process. 66 (8) (2018)
Paolo Zanini, Salem Said, Yannick Berthoumieu, Marco Congedo, Christian Jutten
Riemannian Online Algorithms for Estimating Mixture Model Parameters. GSI (2017)
Marco Congedo, Alexandre Barachant, Ehsan Kharati Koopaei
Fixed Point Algorithms for Estimating Power Means of Positive Definite Matrices. IEEE Trans. Signal Process. 65 (9) (2017)
Pedro Luiz Coelho Rodrigues, Florent Bouchard, Marco Congedo, Christian Jutten
Dimensionality Reduction for BCI Classification using Riemannian Geometry. GBCIC (2017)
Florent Bouchard, Jérôme Malick, Marco Congedo
Approximate Joint Diagonalization According to the Natural Riemannian Distance. LVA/ICA (2017)
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)
Marco Congedo, Ronald Phlypo, Alexandre Barachant
A fixed-point algorithm for estimating power means of positive definite matrices. EUSIPCO (2016)
Samaneh Nasiri Ghosheh Bolagh, Mohammad Bagher Shamsollahi, Christian Jutten, Marco Congedo
Unsupervised Cross-Subject BCI Learning and Classification using Riemannian Geometry. ESANN (2016)
Khaled Alyani, Marco Congedo, Maher Moakher
Diagonality Measures of Hermitian Positive-Definite Matrices with Application to the Approximate Joint Diagonalization Problem. CoRR (2016)
Florent Bouchard, Louis Korczowski, Jérôme Malick, Marco Congedo
Approximate joint diagonalization within the Riemannian geometry framework. EUSIPCO (2016)
Paolo Zanini, Marco Congedo, Christian Jutten, Salem Said, Yannick Berthoumieu
Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices. SAM (2016)
Louis Korczowski, Florent Bouchard, Christian Jutten, Marco Congedo
Mining the bilinear structure of data with approximate joint diagonalization. EUSIPCO (2016)
Louis Korczowski, Marco Congedo, Christian Jutten
Single-trial classification of multi-user P300-based Brain-Computer Interface using riemannian geometry. EMBC (2015)
Rémi Flamary, Nisrine Jrad, Ronald Phlypo, Marco Congedo, Alain Rakotomamonjy
Mixed-norm Regularization for Brain Decoding. CoRR (2014)
Alexandre Barachant, Marco Congedo
A Plug&Play P300 BCI Using Information Geometry. CoRR (2014)
Rémi Flamary, Nisrine Jrad, Ronald Phlypo, Marco Congedo, Alain Rakotomamonjy
Mixed-Norm Regularization for Brain Decoding. Comput. Math. Methods Medicine 2014 (2014)
Jonas Chatel-Goldman, Marco Congedo, Ronald Phlypo
Joint BSS as a natural analysis framework for EEG-hyperscanning. ICASSP (2013)
Alexandre Barachant, Stéphane Bonnet, Marco Congedo, Christian Jutten
Classification of covariance matrices using a Riemannian-based kernel for BCI applications. Neurocomputing 112 (2013)
Marco Congedo, Alexandre Barachant, Anton Andreev
A New Generation of Brain-Computer Interface Based on Riemannian Geometry. CoRR (2013)
Sandra Rousseau, Christian Jutten, Marco Congedo
Designing spatial filters based on neuroscience theories to improve error-related potential classification. MLSP (2012)
Sandra Rousseau, Christian Jutten, Marco Congedo
The error-related potential and BCIs. ESANN (2012)
Alexandre Barachant, Stéphane Bonnet, Marco Congedo, Christian Jutten
BCI Signal Classification using a Riemannian-based kernel. ESANN (2012)
Sandra Rousseau, Christian Jutten, Marco Congedo
Time Window Selection for Improving Error-related Potential Detection. IJCCI (2012)
Nisrine Jrad, Marco Congedo
Identification of spatial and temporal features of EEG. Neurocomputing 90 (2012)
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. J. Cogn. Neurosci. 24 (3) (2012)
Alexandre Barachant, Stéphane Bonnet, Marco Congedo, Christian Jutten
Multiclass Brain-Computer Interface Classification by Riemannian Geometry. IEEE Trans. Biomed. Eng. 59 (4) (2012)
Marco Congedo, Ronald Phlypo, Jonas Chatel-Goldman
Orthogonal and non-orthogonal joint blind source separation in the least-squares sense. EUSIPCO (2012)
Sandra Rousseau, Christian Jutten, Marco Congedo
Closed-looping a P300 BCI using the ErrP. IJCCI (2012)
Monica Aguilar, Marco Congedo, Javier Minguez
A data-driven process for the development of an eyes-closed EEG normative database. EMBC (2011)
Nisrine Jrad, Ronald Phlypo, Marco Congedo
SVM feature selection for multidimensional EEG data. ICASSP (2011)
Ronald Phlypo, Nisrine Jrad, Sandra Rousseau, Marco Congedo
A non-orthogonal SVD-based decomposition for phase invariant error-related potential estimation. EMBC (2011)
Nisrine Jrad, Marco Congedo
Identification of sparse spatio-temporal features in Evoked Response Potentials. ESANN (2011)
Marco Congedo, Ronald Phlypo, Dinh-Tuan Pham
Approximate Joint Singular Value Decomposition of an Asymmetric Rectangular Matrix Set. IEEE Trans. Signal Process. 59 (1) (2011)
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 (2) (2010)
Cédric Gouy-Pailler, Marco Congedo, Clemens Brunner, Christian Jutten, Gert Pfurtscheller
Nonstationary Brain Source Separation for Multiclass Motor Imagery. IEEE Trans. Biomed. Eng. 57 (2) (2010)
Sven Vanneste, Mark Plazier, Elsa van der Loo, Paul Van de Heyning, Marco Congedo, Dirk De Ridder
The neural correlates of tinnitus-related distress. NeuroImage 52 (2) (2010)
Hubert Cecotti, Bertrand Rivet, Marco Congedo, Christian Jutten, Olivier Bertrand, Emmanuel Maby, Jérémie Mattout
Suboptimal sensor subset evaluation in a P300 brain-computer interface. EUSIPCO (2010)
Yann Renard, Fabien Lotte, Guillaume Gibert, Marco Congedo, Emmanuel Maby, Vincent Delannoy, Olivier Bertrand, Anatole Lécuyer
OpenViBE: An Open-Source Software Platform to Design, Test, and Use Brain-Computer Interfaces in Real and Virtual Environments. Presence Teleoperators Virtual Environ. 19 (1) (2010)
Ronald Phlypo, Nisrine Jrad, Bertrand Rivet, Marco Congedo
Common SpatioTemporal Pattern Analysis. LVA/ICA (2010)
Hubert Cecotti, Bertrand Rivet, Marco Congedo, Christian Jutten, Olivier Bertrand, Emmanuel Maby, Jérémie Mattout
Sélection de capteurs pour interfaces cerveau-ordinateur de type P300. Traitement du Signal 27 (6) (2010)
Alexandre Barachant, Stéphane Bonnet, Marco Congedo, Christian Jutten
Common Spatial Pattern revisited by Riemannian geometry. MMSP (2010)
Alexandre Barachant, Stéphane Bonnet, Marco Congedo, Christian Jutten
Riemannian Geometry Applied to BCI Classification. LVA/ICA (2010)
Dinh-Tuan Pham, Marco Congedo
Least Square Joint Diagonalization of Matrices under an Intrinsic Scale Constraint. ICA (2009)
Cédric Gouy-Pailler, Jérémie Mattout, Marco Congedo, Christian Jutten
Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics. ESANN (2009)
Cédric Gouy-Pailler, Reza Sameni, Marco Congedo, Christian Jutten
Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings. ICA (2009)
Cédric Gouy-Pailler, Marco Congedo, Christian Jutten, Clemens Brunner, Gert Pfurtscheller
Model-based source separation for multi-class motor imagery. EUSIPCO (2008)
Leslie Sherlin, Thomas Budzynski, Helen Kogan Budzynski, Marco Congedo, Mary E. Fischer, Dedra Buchwald
Low-resolution electromagnetic brain tomography (LORETA) of monozygotic twins discordant for chronic fatigue syndrome. NeuroImage 34 (4) (2007)
Marco Congedo
Subspace Projection Filters for Real-Time Brain Electromagnetic Imaging. IEEE Trans. Biomed. Eng. 53 (8) (2006)
Marco Congedo, Anatole Lécuyer, Edouard Gentaz
The Influence of Spatial Delocation on Perceptual Integration of Vision and Touch. Presence Teleoperators Virtual Environ. 15 (3) (2006)
Anatole Lécuyer, Jean-Marie Burkhardt, Jildaz Le Biller, Marco Congedo
"A4": A Technique to Improve Perception of Contacts with Under-Actuated Haptic Devices in Virtual Reality. WHC (2005)