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Konstantinos Barmpas
Konstantinos Barmpas
Verified email at imperial.ac.uk - Homepage
Title
Cited by
Cited by
Year
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 Competitionsá…, 2022
232022
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, 2023
92023
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
82022
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
82022
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
62022
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
52023
Classification of brain activity signals
K Barmpas, Y Panagakis, D Adamos, N Laskaris, S Zafeiriou
GB Patent GB2,605,270, 2024
2024
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
2024
Subject Selection Framework to Improve Personalised Models for Motor-Imagery BCIs via Wavelets and Graph Diffusion
K Barmpas, Y Panagakis, DA Adamos, N Laskaris, S Zafeiriou
ICLR2024 Workshop on Learning from Time Series for Health, 2024
2024
Classification of brain activity signals
K Barmpas, Y Panagakis, D Adamos, N Laskaris, S Zafeiriou
WO Patent WO2,023,148,471, 2023
2023
Certifying Properties of Deep Networks by Taking them into Shallow Waters
K Barmpas, K Roth, Y Kilcher, D Haber, T Hofmann
ETH Zurich Research Collection, 2020
2020
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Articles 1–11