Stylianos Bakas

According to our database, Stylianos Bakas authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Assessing the Capabilities of Large Brainwave Foundation Models.

Na Lee, Stylianos Bakas, Konstantinos Barmpas, Yannis Panagakis, Dimitrios A. Adamos, Nikolaos A. Laskaris, Stefanos Zafeiriou

Proceedings of the 35th IEEE International Workshop on Machine Learning for Signal Processing, 2025

2023

Latent Alignment with Deep Set EEG Decoders.

Stylianos Bakas, Siegfried Ludwig, Dimitrios A. Adamos, Nikolaos A. Laskaris, Yannis Panagakis, Stefanos Zafeiriou

CoRR, 2023

2022

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

2021

EEGminer: Discovering Interpretable Features of Brain Activity with Learnable Filters.

Siegfried Ludwig, Stylianos Bakas, Dimitrios A. Adamos, Nikolaos A. Laskaris, Yannis Panagakis, Stefanos Zafeiriou

CoRR, 2021

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, Nikolaos A. Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, Maciej Sliwowski, Vincent Rouanne, Piotr Tempczyk

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021