| 2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets X Wei, AA Faisal, M Grosse-Wentrup, A Gramfort, S Chevallier, V Jayaram, ... Proceedings of Machine Learning Research (PMLR) - NeurIPS 2021 Competitions …, 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 |
| BrainWave-Scattering Net: a lightweight network for EEG-based motor imagery recognition K Barmpas, Y Panagakis, DA Adamos, N Laskaris, S Zafeiriou Journal of Neural Engineering 20 (5), 056014, 2023 | 17 | 2023 |
| Surfing on the neural sheaf J Suk, L Giusti, T Hemo, M Lopez, K Barmpas, C Bodnar NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations, 2022 | 16 | 2022 |
| A causal perspective on brainwave modeling for brain–computer interfaces K Barmpas, Y Panagakis, G Zoumpourlis, DA Adamos, N Laskaris, ... Journal of Neural Engineering 21 (3), 036001, 2024 | 14 | 2024 |
| Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition S Bakas, S Ludwig, K Barmpas, M Bahri, Y Panagakis, N Laskaris, ... NeurIPS 2021 BEETL Competition: Benchmarks for EEG Transfer Learning, 2022 | 14 | 2022 |
| A causal viewpoint on motor-imagery brainwave decoding K Barmpas, Y Panagakis, D Adamos, N Laskaris, S Zafeiriou ICLR2022 Workshop on the Elements of Reasoning: Objects, Structure and Causality, 2022 | 7 | 2022 |
| Assessing the Capabilities of Large Brainwave Foundation Models N Lee, S Bakas, K Barmpas, Y Panagakis, D Adamos, N Laskaris, ... 2025 IEEE 35th International Workshop on Machine Learning for Signal …, 2025 | 5 | 2025 |
| Assessing the Capabilities of Large Brainwave Foundation Models N Lee, S Bakas, K Barmpas, Y Panagakis, D Adamos, N Laskaris, ... ICLR 2025 Workshop on Spurious Correlation and Shortcut Learning …, 2025 | 5 | 2025 |
| A Causal Perspective in Brainwave Foundation Models K Barmpas, Y Panagakis, D Adamos, N Laskaris, S Zafeiriou NeurIPS 2024 Workshop on Causality and Large Models, 2024 | 5 | 2024 |
| Are Large Brainwave Foundation Models Capable Yet? Insights from Fine-Tuning N Lee, K Barmpas, Y Panagakis, D Adamos, N Laskaris, S Zafeiriou International Conference on Machine Learning (ICML) 2025, 2025 | 3 | 2025 |
| Advancing Brainwave Modeling with a Codebook-Based Foundation Model K Barmpas, N Lee, Y Panagakis, DA Adamos, N Laskaris, S Zafeiriou NeurIPS 2025 Workshop on Foundation Models for the Brain and Body, 2025 | 2 | 2025 |
| 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 |
| A Comprehensive Review of Biosignal Foundation Models N Lee, K Barmpas, A Koliousis, Y Panagakis, D Adamos, N Laskaris, ... Authorea Preprints, 2025 | | 2025 |
| NeuroRVQ: Multi-Scale EEG Tokenization for Generative Large Brainwave Models K Barmpas, N Lee, A Koliousis, Y Panagakis, DA Adamos, N Laskaris, ... arXiv preprint arXiv:2510.13068, 2025 | | 2025 |
| Classification of brain activity signals K Barmpas, Y Panagakis, D Adamos, N Laskaris, S Zafeiriou US Patent App. 18/835,771, 2025 | | 2025 |
| CogiGame: A Novel EEG-VR Platform for Upper-Limb Stroke Rehabilitation G Zoumpourlis, K Barmpas, S Ludwig, S Bakas, C Lam Ip, R Simister, ... 11th European Stroke Organisation Conference, 2025 | | 2025 |
| Subject-Aware Contrastive Learning for EEG Foundation Models A Karantonis, K Barmpas, D Adamos, N Laskaris, S Zafeiriou, ... NeurIPS 2025 Workshop on Learning from Time Series for Health, 2025 | | 2025 |
| Position: Addressing Ethical Challenges and Safety Risks in GenAI-Powered Brain-Computer Interfaces K Barmpas, G Zoumpourlis, Y Panagakis, DA Adamos, N Laskaris, ... NeurIPS 2024 Workshop on GenAI for Health: Potential, Trust and Policy …, 2024 | | 2024 |
| Classification of brain activity signals K Barmpas, Y Panagakis, D Adamos, N Laskaris, S Zafeiriou EP Patent 4,452,055, 2024 | | 2024 |
Stefanos ZafeiriouProfessor, Imperial College LondonVerified email at imperial.ac.uk
