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Stylianos Bakas
Stylianos Bakas
Verified email at csd.auth.gr
Title
Cited by
Cited by
Year
2021 BEETL competition: Advancing transfer learning for subject independence and heterogenous EEG data sets
X Wei, AA Faisal, M Grosse-Wentrup, A Gramfort, S Chevallier, V Jayaram, ...
NeurIPS 2021 Competitions and Demonstrations Track, 205-219, 2022
502022
Improving generalization of CNN-based motor-imagery EEG decoders via dynamic convolutions
K Barmpas, Y Panagakis, S Bakas, DA Adamos, N Laskaris, S Zafeiriou
IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 1997-2005, 2023
282023
EEGminer: discovering interpretable features of brain activity with learnable filters
S Ludwig, S Bakas, DA Adamos, N Laskaris, Y Panagakis, S Zafeiriou
Journal of Neural Engineering 21 (3), 036010, 2024
202024
Team cogitat at neurips 2021: Benchmarks for eeg transfer learning competition
S Bakas, S Ludwig, K Barmpas, M Bahri, Y Panagakis, N Laskaris, ...
arXiv preprint arXiv:2202.03267, 2022
142022
On the estimate of music appraisal from surface EEG: a dynamic-network approach based on cross-sensor PAC measurements
S Bakas, DA Adamos, N Laskaris
Journal of Neural Engineering 18 (4), 046073, 2021
102021
Latent alignment in deep learning models for EEG decoding
S Bakas, S Ludwig, DA Adamos, N Laskaris, Y Panagakis, S Zafeiriou
Journal of Neural Engineering 22 (1), 016047, 2025
62025
Assessing the capabilities of large brainwave foundation models
N Lee, S Bakas, K Barmpas, Y Panagakis, D Adamos, N Laskaris, ...
Workshop on Spurious Correlation and Shortcut Learning: Foundations and …, 2025
52025
Latent alignment with deep set EEG decoders
S Bakas, S Ludwig, DA Adamos, N Laskaris, Y Panagakis, S Zafeiriou
arXiv preprint arXiv:2311.17968, 2023
32023
Understanding music
B Foster, S Bakas, DA Adamos, N Laskaris, RA Widyanugraheni, ...
11981
EEG-D3: A Solution to the Hidden Overfitting Problem of Deep Learning Models
S Ludwig, S Bakas, K Barmpas, G Zoumpourlis, DA Adamos, N Laskaris, ...
arXiv preprint arXiv:2512.13806, 2025
2025
Learnable Filters for EEG Classification
D ADAMOS, N LASKARIS, S ZAFEIRIOU, S LUDWIG, S BAKAS
US Patent App. 18/292,780, 2024
2024
Effect of laser irradiation on structural, linear and nonlinear optical characteristics of PVP/CMC/ZnS-NiO blends
K Barmpas, Y Panagakis, S Bakas, DA Adamos, N Laskaris, S Zafeiriou
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 31, 1997-2005, 2023
2023
Understanding music
F Firanty, F Latif, T Indahyani, Y Zhou
Improving Generalization of Motor-Imagery Brainwave Decoding via Dynamic Convolutions
K Barmpas, Y Panagakis, S Bakas, D Adamos, N Laskaris, S Zafeiriou
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Articles 1–14