Applying Independent Vector Analysis on EEG-Based Motor Imagery Classification. - Caroline P. A. Moraes; Bruno Aristimunha; Lucas Heck Dos Santos; Walter Hugo Lopez Pinaya; Raphael Yokoingawa de Camargo; Denis G. Fantinato; Aline Neves (ICASSP, 2023)

Sleep-Energy: An Energy Optimization Method to Sleep Stage Scoring. - Bruno Aristimunha; Alexandre Janoni Bayerlein; M. Jorge Cardoso; Walter Hugo Lopez Pinaya; Raphael Yokoingawa de Camargo (IEEE Access, 2023)

Evaluating the structure of cognitive tasks with transfer learning. - Bruno Aristimunha; Raphael Y. de Camargo; Walter Hugo Lopez Pinaya; Sylvain Chevallier; Alexandre Gramfort; Cédric Rommel (CoRR, 2023)

Combining Euclidean Alignment and Data Augmentation for BCI decoding. - Gustavo H. Rodrigues; Bruno Aristimunha; Sylvain Chevallier; Raphael Y. de Camargo (EUSIPCO, 2024)

A Systematic Evaluation of Euclidean Alignment with Deep Learning for EEG Decoding. - Bruna Junqueira; Bruno Aristimunha; Sylvain Chevallier; Raphael Y. de Camargo (CoRR, 2024)

Geometric Neural Network based on Phase Space for BCI decoding. - Igor Carrara; Bruno Aristimunha; Marie-Constance Corsi; Raphael Y. de Camargo; Sylvain Chevallier; Théodore Papadopoulo (CoRR, 2024)

Alljoined - A dataset for EEG-to-Image decoding. - 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; et al. (CoRR, 2024)

The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark. - Sylvain Chevallier; Igor Carrara; Bruno Aristimunha; Pierre Guetschel; Sara Sedlar; Bruna Lopes; Sébastien Velut; Salim Khazem; Thomas Moreau 001 (CoRR, 2024)

Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal Study. - Martin Wimpff; Bruno Aristimunha; Sylvain Chevallier; Bin Yang (CoRR, 2025)

EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding. - Bruno Aristimunha; Dung Truong; Pierre Guetschel; Seyed Yahya Shirazi; Isabelle Guyon; Alexandre R. Franco; Michael P. Milham; Aviv Dotan; Scott Makeig; Alexandre Gramfort; Jean-Remi King; Marie-Constance Corsi; et al. (CoRR, 2025)