HNPE: Leveraging Global Parameters for Neural Posterior Estimation
Pedro Luiz Coelho Rodrigues
,
Thomas Moreau
,
Gilles Louppe
,
Alexandre Gramfort
NeurIPS 2021 , Dec 2021, Sydney (Online), Australia
Conference papers
hal-03139916v3
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Dimensionality transcending: a method for merging BCI datasets with different dimensionalities
Pedro Luiz Coelho Rodrigues
,
Marco Congedo
,
Christian Jutten
Journal articles
hal-02905045v1
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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
Reports
hal-02171575v1
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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⟩
Conference papers
hal-01868167v1
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The Riemannian Minimum Distance to Means Field Classifier
Marco Congedo
,
Pedro Luiz Coelho Rodrigues
,
Christian Jutten
Conference papers
hal-02315131v1
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Dimensionality Reduction for BCI classification using Riemannian geometry
Pedro Luiz Coelho Rodrigues
,
Florent Bouchard
,
Marco Congedo
,
Christian Jutten
Conference papers
hal-01591258v1
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Cytoarchitecture Measurements in Brain Gray Matter using Likelihood-Free Inference
Maëliss Jallais
,
Pedro Luiz Coelho Rodrigues
,
Alexandre Gramfort
,
Demian Wassermann
Conference papers
hal-03090959v3
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A new algorithm for neural connectivity estimation of EEG event related potentials
Pedro Luiz Coelho Rodrigues
,
Luiz A. Baccalá
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) , Aug 2015, Milan, France. pp.3787-3790,
⟨10.1109/EMBC.2015.7319218⟩
Conference papers
hal-03093369v1
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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
Reports
hal-02126068v1
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Inverting brain grey matter models with likelihood-free inference: a tool for trustable cytoarchitecture measurements
Maëliss Jallais
,
Pedro Luiz Coelho Rodrigues
,
Alexandre Gramfort
,
Demian Wassermann
Journal articles
hal-03417406v4
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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
Conference papers
hal-01589766v1
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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
Conference papers
hal-01591252v1
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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
Reports
hal-02085118v2
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Riemannian Procrustes Analysis : Transfer Learning for Brain-Computer Interfaces
Pedro Luiz Coelho Rodrigues
,
Christian Jutten
,
Marco Congedo
Journal articles
hal-01971856v1
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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
Reports
hal-02172347v1
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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
Reports
hal-02103098v1
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Learning summary features of time series for likelihood free inference
Pedro Luiz Coelho Rodrigues
,
Alexandre Gramfort
Workshop on Machine Learning and the Physical Sciences at the 34th conference on NeurIPS , Dec 2020, Online conference, United States
Conference papers
hal-03367439v1
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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
Reports
hal-02078533v3
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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
Reports
hal-02173958v1
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Exploring invariances of multivariate time series via Riemannian geometry : validation on EEG data
Pedro Luiz Coelho Rodrigues
Theses
tel-02905408v2
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Statistically significant time-varying neural connectivity estimation using generalized partial directed coherence
Pedro Luiz Coelho Rodrigues
,
Luiz A. Baccala
2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) , Aug 2016, Orlando, France. pp.5493-5496,
⟨10.1109/EMBC.2016.7591970⟩
Conference papers
hal-03093374v1
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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
Conference papers
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
Conference papers
hal-02321587v1
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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
et al.
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
Conference papers
hal-01563153v1
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Validation Diagnostics for SBI algorithms based on Normalizing Flows
Julia Linhart
,
Alexandre Gramfort
,
Pedro Luiz Coelho Rodrigues
NeurIPS 2022 - the 36th conference on Neural Information Processing Systems - Machine Learning and the Physical Sciences workshop , Nov 2022, New Orleans, United States. pp.1-7
Conference papers
hal-03856444v2
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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
Reports
hal-02173913v1
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EEG Alpha Waves Dataset
Grégoire Cattan
,
Pedro Luiz Coelho Rodrigues
,
Marco Congedo
[Research Report] GIPSA-LAB. 2018
Reports
hal-02086581v1
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Neural Posterior Estimation of hierarchical models in neuroscience
Julia Linhart
,
Pedro Luiz Coelho Rodrigues
,
Thomas Moreau
,
Gilles Louppe
,
Alexandre Gramfort
et al.
GRETSI 2022 - XXVIIIème Colloque Francophone de Traitement du Signal et des Images , Sep 2022, Nancy, France. pp.1-3
Conference papers
hal-03858828v1
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