Marco Congedo
Publications
Publications
|
|
Curvature-based rejection sampling2025 |
|
|
A tribute to Alan Turing: Symmetric Gaussian Elimination2022 |
|
|
Internal Clustering Validation on Riemannian manifolds for PolSAR Data AnalysisIGARSS 2025 - IEEE International Geoscience and Remote Sensing Symposium, Aug 2025, Brisbane, Australia. pp.4 |
|
|
Riemannian Geometry Methods for Enhancing EEG-Based Assessment of Mindfulness Treatment in MigraineMetroXRAINE 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 |
|
|
Many-to-Many Transfer Learning on Motor Imagery BCIDASA 2024 - International Conference on Decision Aid Sciences and Applications, Dec 2024, Manama, Bahrain. pp.1-5, ⟨10.1109/DASA63652.2024.10836450⟩ |
|
|
Fast and reliable hand motor imagery decoding based on beta burst rate modulationsCORTICO 2024 - sixième édition des Journées scientifiques CORTICO, May 2024, Nancy, France |
|
|
Improved motor imagery decoding with spatiotemporal filtering based on beta burst kernelsBCI 2024 - 9th Graz Brain-Computer Interface Conference, Sep 2024, Graz, Austria |
|
|
An Automatic Riemannian Artifact Rejection Method for P300-based BCIsEUSIPCO 2024 - 32nd European Signal Processing Conference, Aug 2024, Lyon, France |
|
|
Fast and reliable hand motor imagery decoding based on beta burst rate modulationsNeural 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 |
|
|
Exploring distinct beta band activity representations during hand motor imageryCORTICO 2023 - cinquième édition des Journées scientifiques CORTICO, May 2023, Paris, France |
|
|
Geometric Clustering of Polsar Data Using the Polar DecompositionIGARSS 2023 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2023, Pasadena, United States. pp.4 |
|
|
Comparative analysis of ICA based Incoherent Target Decompositions for PolSAR dataIGARSS 2022 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. ⟨10.1109/IGARSS46834.2022.9883779⟩ |
|
|
Group Learning by Joint Alignment in the Riemannian Tangent SpaceGRETSI 2022 - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France |
|
|
Transfer learning for the Riemannian tangent space: Applications to Brain-Computer InterfacesICEET 2021 - 2021 International Conference on Engineering and Emerging Technologies, Oct 2021, Istanbul, Turkey. pp.1-6, ⟨10.1109/ICEET53442.2021.9659607⟩ |
|
|
The Riemannian Minimum Distance to Means Field ClassifierBCI 2019 - 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria. ⟨10.3217/978-3-85125-682-6-02⟩ |
|
|
Timeflux: an open-source framework for the acquisition and near real-time processing of signal streamsBCI 2019 - 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria. ⟨10.3217/978-3-85125-682-6-17⟩ |
|
|
When does it work?": An exploratory analysis of transfer learning for BCIBCI 2019 - 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria |
|
|
A Data Imputation Method for Matrices in the Symmetric Positive Definite ManifoldGRETSI 2019 - XXVIIème Colloque Francophone de Traitement du Signal et des Images, Aug 2019, Lille, France |
|
|
A Julia Package for manipulating Brain-Computer Interface Data in the Manifold of Positive Definite MatricesIEEE SMC 2019 International Conference on Systems, Man, and Cybernetics, Oct 2019, Bari, Italy. ⟨10.1109/SMC.2019.8914223⟩ |
|
|
Multivariate Time-Series Analysis Via Manifold LearningSSP 2018 - 2018 IEEE Workshop on Statistical Signal Processing, Jun 2018, Fribourg-en-Brisgau, Germany. ⟨10.1109/SSP.2018.8450771⟩ |
|
|
The Impact of Passive Head-Mounted Virtual Reality Devices on the Quality of EEG SignalsVRIPHYS 2018 - Workshop on Virtual Reality Interaction and Physical Simulation, Apr 2018, Delft, Netherlands. ⟨10.2312/vriphys.20181064⟩ |
|
|
Dimensionality Reduction for BCI classification using Riemannian geometryBCI 2017 - 7th International Brain-Computer Interface Conference, Gernot R. Müller-Putz, Sep 2017, Graz, Austria. ⟨10.3217/978-3-85125-533-1-16⟩ |
|
|
Riemannian Online Algorithms for Estimating Mixture Model ParametersGSI 2017 - Geometric Science of Information, Nov 2017, Paris, France. ⟨10.1007/978-3-319-68445-1_78⟩ |
|
|
Géométrie Riemannienne appliquée à la réduction de la dimension de signaux EEG pour les interfaces cerveau-machineGRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Cédric Richard; Marc Antonini, Sep 2017, Juan-Les-Pins, France |
|
|
Réduction de dimension pour la Séparation Aveugle de SourcesGRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-les-Pins, France |
|
|
Approximate Joint Diagonalization According to the Natural Riemannian DistanceLVA/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⟩ |
|
|
A Closed-Form Unsupervised Geometry-Aware Dimensionality Reduction Method in the Riemannian Manifold of SPD MatricesEMBC 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⟩ |
|
|
Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matricesSAM 2016 - 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio de Janeiro, Brazil |
|
|
Mining the Bilinear Structure of Data with Approximate Joint DiagonalizationEUSIPCO 2016 - 24th European Signal Processing Conference, EURASIP, Aug 2016, Budapest, Hungary. pp.667-671 |
|
|
Approximate Joint Diagonalization within the Riemannian Geometry FrameworkEUSIPCO 2016 - 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.210-214, ⟨10.1109/EUSIPCO.2016.7760240⟩ |
|
|
Brain Invaders 2" : an open source Plug & Play multi-user BCI videogameBCI 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⟩ |
|
|
Unsupervised Cross-Subject BCI Learning and Classification using Riemannian GeometryESANN 2016 - 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, European Neural Network Society, Apr 2016, Bruges, Belgium |
|
|
A Fixed-Point Algorithm for Estimating Power Means of Positive Definite MatricesEUSIPCO 2016 - 24th European Signal Processing Conference, IEEE, Aug 2016, Budapest, Hungary. pp.2016-2010 |
|
|
Single-Trial Classification of Multi-User P300-Based Brain-Computer Interface Using Riemannian GeometryEMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2015, Milan, Italy. ⟨10.1109/EMBC.2015.7318721⟩ |
|
|
A Special Form of SPD Covariance Matrix for Interpretation and Visualization of Data Manipulated with Riemannian GeometryMaxEnt - 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⟩ |
|
|
Joint BSS as a natural analysis framework for EEG-hyperscanningICASSP 2013 - 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.1212-1216 |
|
|
The Riemannian Potato: an automatic and adaptive artifact detection method for online experiments using Riemannian geometryTOBI Workshop lV, Jan 2013, Sion, Switzerland. pp.19-20 |
|
|
Classification de potentiels évoqués P300 par géométrie riemannienne pour les interfaces cerveau-machine EEGGRETSI 2013 - XXIVème Colloque francophone de traitement du signal et des images, Sep 2013, Brest, France. pp.id394 |
|
|
BCI Signal Classification using a Riemannian-based kernelESANN 2012 - 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.97-102 |
|
|
The error-related potential and BCIsESANN 2012 - 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium |
|
|
Closed-looping a P300 BCI using the ErrPNCTA 2012 - 5th International Conference on Neural Computation Theory and Applications, Oct 2012, Barcelone, Spain. pp.1 |
|
|
Time window selection for improving error-related potential detectionNCTA 2012 - 5th International Conference on Neural Computation Theory and Applications, Oct 2012, Barcelone, Spain. pp.1 |
|
|
Orthogonal and Non-Orthogonal Joint Blind Source Separation in the Least-Squares SenseEUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.1885-1889 |
|
|
Designing spatial filters based on neuroscience theories to improve error-related potential classificationMLSP 2012 - IEEE 22nd International Workshop on Machine Learning for Signal Processing, Sep 2012, Santander, Spain. pp.1 |
|
|
Robust Virtual Keyboard for Brain-Computer Interface (ROBIK): An Halfway Update on the ProjectSecond IASTED International Conference on Robotics (Robo 2011), Nov 2011, Pittsburg, United States. pp.752-007 |
|
|
A Non-Orthogonal SVD-based Decomposition for Phase Invariant Error-Related Potential EstimationEMBC 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⟩ |
|
|
Réalisation d'un Brain-Switch EEG par Géométrie RiemannienneGRETSI 2011 - XXIIIème Colloque francophone de traitement du signal et des images, Sep 2011, Bordeaux, France. pp.n/c |
|
|
A Brain-Switch using Riemannian GeometryBCI 2011 - 5th International Brain-Computer Interface Conference, Sep 2011, Graz, Austria. pp.64-67 |
|
|
Brain Invaders": a prototype of an open-source P300- based video game working with the OpenViBE platformBCI 2011 - 5th International Brain-Computer Interface Conference, Sep 2011, Graz, Austria. pp.280-283 |
|
|
SVM feature selection for multidimensional EEG DataICASSP 2011 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.781 - 784 |
|
|
Spatio-temporal feature extraction and classification of Event-Related PotentialsCAp 2011 - 13ème Conférence Francophone d'Apprentissage, May 2011, Chambéry, France. pp.233-246 |
|
|
Identification of sparse spatio-temporal features in Evoked Response PotentialsESANN 2011 - 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2011, Bruges, Belgium. pp.447-452 |
|
|
Riemannian geometry applied to BCI classificationLVA/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⟩ |
|
|
Influence of Visual Feedback on Passive Tactile Perception of Speed and Spacing of Rotating GratingsEuroHaptics'10 - 2010 international conference on Haptics - generating and perceiving tangible sensations: Part II, Jul 2010, Amsterdam, Netherlands. pp.978-3-642-14074-7 |
|
|
Common SpatioTemporal Pattern AnalysisLVA/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⟩ |
|
|
Suboptimal sensor subset evaluation in a P300 Brain-Computer InterfaceEUSIPCO 2010 - 18th European Signal Processing Conference, Aug 2010, Aalborg, Denmark. 5 p |
|
|
Common Spatial Pattern revisited by Riemannian GeometryMMSP 2010 - IEEE International Workshop on Multimedia Signal Processing, Oct 2010, Saint-Malo, France. pp.472, ⟨10.1109/MMSP.2010.5662067⟩ |
|
|
An Extension of the Canonical Correlation Analysis to the Case of Multiple Observations of Two Groups of VariablesEMBC 2010 - 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2010, Buenos Aires, Argentina. ⟨10.1109/IEMBS.2010.5627364⟩ |
|
|
Impact of the time segment analysis for P300 detection with spatial filteringISABEL 2010 - 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies, Nov 2010, Rome, Italy. 5 p |
|
|
Iterative Subspace Decomposition for Ocular Artifact Removal from EEG RecordingsICA 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⟩ |
|
|
Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamicsESANN 2009 - 17th European Symposium on Artificial Neural Networks, Apr 2009, Bruges, Belgium. pp.77 |
|
|
Least-Squares Joint Diagonalization of a matrix set by a congruence transformationSinFra'09 - 2nd Singaporean-French IPAL Symposium, Feb 2009, Singapour, Singapore. pp.96-106, ⟨10.1142/9789814277563_0010⟩ |
|
|
Least square joint diagonalization of matrices under an intrinsic scale constraintICA 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⟩ |
|
|
Model-Based Source Separation for Multi-Class Motor ImageryEUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. pp.1569101877 |
|
|
A new General Weighted Least-Squares Algorithm for Approximate Joint DiagonalizationBCI 2008 - 4th International Brain-Computer Interface Workshop and Training Course, Sep 2008, Graz, Austria. pp.98-103 |
|
|
Multi-Class Independent Common Spatial Patterns: Exploiting Energy Variations of Brain SourcesBCI 2008 - 4th International Brain-Computer Interface Workshop and Training Course, Sep 2008, Graz, Austria. pp.20--25 |
|
|
Théorie des graphes et dynamique des connexions cérébrales pour la conception d'interfaces cerveau-machines asynchronesGRETSI 2007 - XXIème Colloque francophone de traitement du signal et des images, Sep 2007, Troyes, France. pp.676-676 |
|
|
Topographical Dynamics of Brain Connections for the Design of Asynchronous Brain-Computer InterfacesEMBC 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⟩ |
|
|
Riemannian Clustering of PolSAR Data using the Polar DecompositionC.H. Chen. Signal and Image Processing for Remote Sensing, 3rd edition, CRC Press, 2024, Signal and Image Processing of Earth Observations, ISBN 9781032437415 |
|
|
A portable neurofeedback device for treating chronic subjective tinnitus: Feasibility and results of a pilot studyWinfried 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⟩ |
|
|
The Analysis of Event-Related PotentialsChang-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⟩ |
|
|
Event-related potentials: General aspects of methodology and quantificationDonald L. Schomer and Fernando H. Lopes da Silva,. Niedermeyer’s Electroencephalography: Basic Principles, Clinical Applications, and Related Fields, 7th edition, Oxford University Press, 2018 |
EEG analysis: Theory and PracticeErnst 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 |
|
|
|
Recreational Applications of OpenViBE: Brain Invaders and Use-the-ForceMaureen 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 |
|
|
Extraction de Caractéristiques du signal EEGMaureen Clerc; Laurent Bougrain; Fabien Lotte. Les Interfaces Cerveau-Ordinateur 1 : fondements et méthodes, ISTE-Wiley, 2016 |
|
|
An Introduction to EEG Source Analysis with an illustration of a study on Error-Related PotentialsMiranda E and Castet J. Guide to Brain-Computer Music Interfacing, Springer, 2014, ISBN 978-1-4471-6584-2 |
EEG Source Analysis: Methods and Clinical ImplicationsNeurofeedback and Neuromodulation Techniques and Applications, Academic Press, pp.25-46, 2010 |
|
|
What is the exact relationship between beta band activity and hand motor imagery?10th International BCI Meeting, Jun 2023, Brussels, Belgium |
|
|
EEG Source AnalysisNeuroscience. Université de Grenoble, 2013 |