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authIdHal_s : pedro-luiz-coelho-rodrigues
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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
IEEE Transactions on Biomedical Engineering, 2020, 68 (2), pp.673 - 684. ⟨10.1109/TBME.2020.3010854⟩
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
BCI 2019 - 8th International Brain-Computer Interface Conference, Sep 2019, Graz, Austria. ⟨10.3217/978-3-85125-682-6-02⟩
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
BCI 2017 - 7th International Brain-Computer Interface Conference, Gernot R. Müller-Putz, Sep 2017, Graz, Austria. ⟨10.3217/978-3-85125-533-1-16⟩
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
IPMI 2021 - 27th international conference on Information Processing in Medical Imaging, Jun 2021, Rønne, Denmark. ⟨10.1007/978-3-030-78191-0_15⟩
Conference papers hal-03090959v3

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 of Machine Learning for Biomedical Imaging, 2022, pp.1-27. ⟨10.48550/arXiv.2111.08693⟩
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
IEEE Transactions on Biomedical Engineering, 2018, 66 (8), pp.2390 - 2401. ⟨10.1109/TBME.2018.2889705⟩
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
Signal and Image processing. Université Grenoble Alpes, 2019. English. ⟨NNT : 2019GREAT095⟩
Theses tel-02905408v2

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