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2020 – today
- 2024
[c2]Gustavo H. Rodrigues, Bruno Aristimunha, Sylvain Chevallier, Raphael Y. de Camargo:
Combining Euclidean Alignment and Data Augmentation for BCI decoding. EUSIPCO 2024: 1382-1387- [i5]Bruna Junqueira, Bruno Aristimunha, Sylvain Chevallier, Raphael Y. de Camargo:
A Systematic Evaluation of Euclidean Alignment with Deep Learning for EEG Decoding. CoRR abs/2401.10746 (2024) - [i4]Igor Carrara, Bruno Aristimunha
, Marie-Constance Corsi, Raphael Y. de Camargo, Sylvain Chevallier, Théodore Papadopoulo:
Geometric Neural Network based on Phase Space for BCI decoding. CoRR abs/2403.05645 (2024) - [i3]Jonathan Xu, Bruno Aristimunha, Max Emanuel Feucht, Emma Qian, Charles Liu, Tazik Shahjahan, Martyna Spyra, Steven Zifan Zhang, Nicholas Short, Jioh Kim, Paula Perdomo, Ricky Renfeng Mao, Yashvir Sabharwal, Michael Ahedor Moaz Shoura, Adrian Nestor:
Alljoined - A dataset for EEG-to-Image decoding. CoRR abs/2404.05553 (2024) - [i2]Sylvain Chevallier, Igor Carrara, Bruno Aristimunha, Pierre Guetschel, Sara Sedlar, Bruna Lopes, Sebastien Velut, Salim Khazem, Thomas Moreau:
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark. CoRR abs/2404.15319 (2024) - 2023
- [j1]Bruno Aristimunha, Alexandre Janoni Bayerlein, M. Jorge Cardoso, Walter Hugo Lopez Pinaya, Raphael Yokoingawa de Camargo:
Sleep-Energy: An Energy Optimization Method to Sleep Stage Scoring. IEEE Access 11: 34595-34602 (2023) - [c1]Caroline P. A. Moraes, Bruno Aristimunha, Lucas Heck Dos Santos, Walter Hugo Lopez Pinaya, Raphael Yokoingawa de Camargo, Denis G. Fantinato, Aline Neves:
Applying Independent Vector Analysis on EEG-Based Motor Imagery Classification. ICASSP 2023: 1-5 - [i1]Bruno Aristimunha, Raphael Y. de Camargo, Walter Hugo Lopez Pinaya, Sylvain Chevallier, Alexandre Gramfort, Cédric Rommel:
Evaluating the structure of cognitive tasks with transfer learning. CoRR abs/2308.02408 (2023)
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