Marco Congedo

Orcid: 0000-0003-2196-0409

According to our database1, Marco Congedo authored at least 73 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
An Automatic Riemannian Artifact Rejection Method for P300-based BCIs.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Transfer Learning for P300 Brain-Computer Interfaces by Joint Alignment of Feature Vectors.
IEEE J. Biomed. Health Informatics, October, 2023

Geometric Clustering of Polsar Data Using the Polar Decomposition.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Comparative Analysis of ICA Based Incoherent Target Decompositions for Polsar Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
A Comparison of Mobile VR Display Running on an Ordinary Smartphone With Standard PC Display for P300-BCI Stimulus Presentation.
IEEE Trans. Games, 2021

Dimensionality Transcending: A Method for Merging BCI Datasets With Different Dimensionalities.
IEEE Trans. Biomed. Eng., 2021

2020
Approximate Joint Diagonalization with Riemannian Optimization on the General Linear Group.
SIAM J. Matrix Anal. Appl., 2020

2019
Riemannian Procrustes Analysis: Transfer Learning for Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., 2019

An Unsupervised Multichannel Artifact Detection Method for Sleep EEG Based on Riemannian Geometry.
Sensors, 2019

Engineering study on the use of Head-Mounted display for Brain- Computer Interface.
CoRR, 2019

Building Brain Invaders: EEG data of an experimental validation.
CoRR, 2019

Brain Invaders Adaptive versus Non-Adaptive P300 Brain-Computer Interface dataset.
CoRR, 2019

Passive Head-Mounted Display Music-Listening EEG dataset.
CoRR, 2019

Dataset of an EEG-based BCI experiment in Virtual Reality and on a Personal Computer.
CoRR, 2019

A Julia Package for manipulating Brain-Computer Interface Data in the Manifold of Positive Definite Matrices.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

"When does it work ?" : An exploratory analysis of Transfer Learning for BCI.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

The Riemannian Minimum Distance to means field Classifier.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

Timeflux: an open-source framework for the acquisition and near real-time processing of signal streams.
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

2018
Riemannian Optimization and Approximate Joint Diagonalization for Blind Source Separation.
IEEE Trans. Signal Process., 2018

Transfer Learning: A Riemannian Geometry Framework With Applications to Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., 2018

Analysis of tagging latency when comparing event-related potentials.
CoRR, 2018

Recommendations for Integrating a P300-Based Brain Computer Interface in Virtual Reality Environments for Gaming.
Comput., 2018

The Impact of Passive Head-Mounted Virtual Reality Devices on the Quality of EEG Signals.
Proceedings of the VRIPHYS 2018 : 14th Workshop on Virtual Reality Interaction and Physical Simulation, 15, 2018

Multivariate Time-Series Analysis Via Manifold Learning.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

2017
Fixed Point Algorithms for Estimating Power Means of Positive Definite Matrices.
IEEE Trans. Signal Process., 2017

Approximate Joint Diagonalization According to the Natural Riemannian Distance.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Riemannian Online Algorithms for Estimating Mixture Model Parameters.
Proceedings of the Geometric Science of Information - Third International Conference, 2017

Dimensionality Reduction for BCI Classification using Riemannian Geometry.
Proceedings of the From Vision to Reality, 2017

A closed-form unsupervised geometry-aware dimensionality reduction method in the Riemannian Manifold of SPD matrices.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Diagonality Measures of Hermitian Positive-Definite Matrices with Application to the Approximate Joint Diagonalization Problem.
CoRR, 2016

Parameters estimate of Riemannian Gaussian distribution in the manifold of covariance matrices.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Mining the bilinear structure of data with approximate joint diagonalization.
Proceedings of the 24th European Signal Processing Conference, 2016

A fixed-point algorithm for estimating power means of positive definite matrices.
Proceedings of the 24th European Signal Processing Conference, 2016

Approximate joint diagonalization within the Riemannian geometry framework.
Proceedings of the 24th European Signal Processing Conference, 2016

Unsupervised Cross-Subject BCI Learning and Classification using Riemannian Geometry.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2015
Single-trial classification of multi-user P300-based Brain-Computer Interface using riemannian geometry.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
A Plug&Play P300 BCI Using Information Geometry.
CoRR, 2014

Mixed-Norm Regularization for Brain Decoding.
Comput. Math. Methods Medicine, 2014

2013
Classification of covariance matrices using a Riemannian-based kernel for BCI applications.
Neurocomputing, 2013

A New Generation of Brain-Computer Interface Based on Riemannian Geometry.
CoRR, 2013

Joint BSS as a natural analysis framework for EEG-hyperscanning.
Proceedings of the IEEE International Conference on Acoustics, 2013

EEG Source Analysis.
, 2013

2012
Multiclass Brain-Computer Interface Classification by Riemannian Geometry.
IEEE Trans. Biomed. Eng., 2012

Brain Oscillatory Activity during Spatial Navigation: Theta and Gamma Activity Link Medial Temporal and Parietal Regions.
J. Cogn. Neurosci., 2012

Identification of spatial and temporal features of EEG.
Neurocomputing, 2012

Designing spatial filters based on neuroscience theories to improve error-related potential classification.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Closed-looping a P300 BCI using the ErrP.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012

Time Window Selection for Improving Error-related Potential Detection.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012

Orthogonal and non-orthogonal joint blind source separation in the least-squares sense.
Proceedings of the 20th European Signal Processing Conference, 2012

The error-related potential and BCIs.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

BCI Signal Classification using a Riemannian-based kernel.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011
Approximate Joint Singular Value Decomposition of an Asymmetric Rectangular Matrix Set.
IEEE Trans. Signal Process., 2011

SVM feature selection for multidimensional EEG data.
Proceedings of the IEEE International Conference on Acoustics, 2011

Identification of sparse spatio-temporal features in Evoked Response Potentials.
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

A non-orthogonal SVD-based decomposition for phase invariant error-related potential estimation.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A data-driven process for the development of an eyes-closed EEG normative database.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Sélection de capteurs pour interfaces cerveau-ordinateur de type P300.
Traitement du Signal, 2010

Nonstationary Brain Source Separation for Multiclass Motor Imagery.
IEEE Trans. Biomed. Eng., 2010

OpenViBE: An Open-Source Software Platform to Design, Test, and Use Brain-Computer Interfaces in Real and Virtual Environments.
Presence Teleoperators Virtual Environ., 2010

The neural correlates of tinnitus-related distress.
NeuroImage, 2010

Common Spatial Pattern revisited by Riemannian geometry.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Common SpatioTemporal Pattern Analysis.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Riemannian Geometry Applied to BCI Classification.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Influence of Visual Feedback on Passive Tactile Perception of Speed and Spacing of Rotating Gratings.
Proceedings of the Haptics: Generating and Perceiving Tangible Sensations, 2010

Suboptimal sensor subset evaluation in a P300 brain-computer interface.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Least Square Joint Diagonalization of Matrices under an Intrinsic Scale Constraint.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics.
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008
Model-based source separation for multi-class motor imagery.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Low-resolution electromagnetic brain tomography (LORETA) of monozygotic twins discordant for chronic fatigue syndrome.
NeuroImage, 2007

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

The Influence of Spatial Delocation on Perceptual Integration of Vision and Touch.
Presence Teleoperators Virtual Environ., 2006

2005
"A4": A Technique to Improve Perception of Contacts with Under-Actuated Haptic Devices in Virtual Reality.
Proceedings of the First Joint Eurohaptics Conference and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, 2005


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