| 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 | 50 | 2022 |
| 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 | 28 | 2023 |
| 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 | 20 | 2024 |
| 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 | 14 | 2022 |
| 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 | 10 | 2021 |
| 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 | 6 | 2025 |
| 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 | 5 | 2025 |
| 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 | 3 | 2023 |
| Understanding music B Foster, S Bakas, DA Adamos, N Laskaris, RA Widyanugraheni, ... | 1 | 1981 |
| 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 | | |
Dimitrios AdamosCofounder & CTO, Cogitat | Honorary Senior Research Fellow, Imperial College LondonVerified email at imperial.ac.uk
