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Igor Carrara
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Mother of all BCI Benchmarks
B Aristimunha, I Carrara, P Guetschel, S Sedlar, P Rodrigues, J Sosulski, ...
Zenodo, Oct 23, 2023
122023
Classification of BCI-EEG Based on the Augmented Covariance Matrix
I Carrara, T Papadopoulo
IEEE Transactions on Biomedical Engineering, 2024
82024
Mother of all BCI Benchmarks, 2023
B Aristimunha, I Carrara, P Guetschel, S Sedlar, P Rodrigues, J Sosulski, ...
URL https://github. com/NeuroTechX/moabb, 0
5
Geometric neural network based on phase space for BCI decoding
I Carrara, B Aristimunha, MC Corsi, RY de Camargo, S Chevallier, ...
arXiv preprint arXiv:2403.05645, 2024
32024
Pseudo-online framework for BCI evaluation: a MOABB perspective using various MI and SSVEP datasets
I Carrara, T Papadopoulo
Journal of Neural Engineering 21 (1), 016003, 2024
22024
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
S Chevallier, I Carrara, B Aristimunha, P Guetschel, S Sedlar, B Lopes, ...
arXiv preprint arXiv:2404.15319, 2024
12024
Temporal Brain Networks Database
A Rossi, S Deslauriers-Gauthier, E Natale
12023
ENHANCING COMPUTATIONAL EFFICIENCY OF MOTOR IMAGERY BCI CLASSIFICATION WITH BLOCK-TOEPLITZ AUGMENTED COVARIANCE MATRICES AND SIEGEL METRIC
I Carrara, T Papadopoulo
2024
Enhancing Motor Imagery BCI classification with Block-Toeplitz Augmented Covariance Matrices and Siegel metric
I Carrara, T Papadopoulo
Journee CORTICO 2024, 2024
2024
Augmented SPDNet: Second-Order Neural Network for Motor Imagery-Based BCI
I Carrara, B Aristimunha, MC Corsi, RY De Camargo, S Chevallier, ...
Soph. IA summit 2023, 2023
2023
Toward everyday BCI: Augmented Covariance Method in a reduced dataset settings
I Carrara, T Papadopoulo
Neuromod Meeting 2023, 2023
2023
Pseudo Online Framework
I Carrara, T Papadopoulo
BCI Society Meeting 2023, 2023
2023
Holographic EEG: multi-view deep learning for BCI
I Carrara, B Aristimunha, S Chevallier, MC Corsi, T Papadopoulo
Journée CORTICO 2023-COllectif pour la Recherche Transdisciplinaire sur les …, 2023
2023
On the use of augmented autocorrelation matrix for the classification of BCI-EEG
I Carrara, T Papadopoulo
Neuromod Meeting 2022, 2022
2022
On the use of the" Augmented" autocovariance matrix for the classification of BCI-EEG
I Carrara, SA Senellart, T Papadopoulo
Proceedings of Cortico Days, 2022
2022
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Articles 1–15