2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets. - Xiaoxi Wei; A. Aldo Faisal; Moritz Grosse-Wentrup; Alexandre Gramfort; Sylvain Chevallier; Vinay Jayaram; Camille Jeunet; Stylianos Bakas; Siegfried Ludwig; Konstantinos Barmpas; Mehdi Bahri; Yannis Panagakis; et al. (NeurIPS (Competition and Demos), 2021)

Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition. - Stylianos Bakas; Siegfried Ludwig; Konstantinos Barmpas; Mehdi Bahri; Yannis Panagakis; Nikolaos A. Laskaris; Dimitrios A. Adamos; Stefanos Zafeiriou (CoRR, 2022)

Advancing Brainwave Modeling with a Codebook-Based Foundation Model. - Konstantinos Barmpas; Na Lee; Yannis Panagakis; Dimitrios A. Adamos; Nikolaos A. Laskaris; Stefanos Zafeiriou (CoRR, 2025)

Are Large Brainwave Foundation Models Capable Yet? Insights from Fine-tuning. - Na Lee; Konstantinos Barmpas; Yannis Panagakis; Dimitrios A. Adamos; Nikolaos A. Laskaris; Stefanos Zafeiriou (CoRR, 2025)