| Electroencephalography-based auditory attention decoding: Toward neurosteered hearing devices S Geirnaert, S Vandecappelle, E Alickovic, A De Cheveigne, E Lalor, ... IEEE Signal Processing Magazine 38 (4), 89-102, 2021 | 142 | 2021 |
| Fast EEG-based decoding of the directional focus of auditory attention using common spatial patterns S Geirnaert, T Francart, A Bertrand IEEE Transactions on Biomedical Engineering 68 (5), 1557-1568, 2020 | 64 | 2020 |
| An interpretable performance metric for auditory attention decoding algorithms in a context of neuro-steered gain control S Geirnaert, T Francart, A Bertrand IEEE Transactions on Neural Systems and Rehabilitation Engineering 28 (1 …, 2019 | 56 | 2019 |
| Riemannian geometry-based decoding of the directional focus of auditory attention using EEG S Geirnaert, T Francart, A Bertrand ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 26 | 2021 |
| Unsupervised Self-Adaptive Auditory Attention Decoding S Geirnaert, T Francart, A Bertrand IEEE Journal of Biomedical and Health Informatics 25 (10), 3955-3966, 2021 | 22 | 2021 |
| Time-adaptive unsupervised auditory attention decoding using EEG-based stimulus reconstruction S Geirnaert, T Francart, A Bertrand IEEE Journal of Biomedical and Health Informatics 26 (8), 3767-3778, 2022 | 18 | 2022 |
| What are we really decoding? Unveiling biases in EEG-based decoding of the spatial focus of auditory attention I Rotaru, S Geirnaert, N Heintz, I Van de Ryck, A Bertrand, T Francart Journal of Neural Engineering 21 (1), 016017, 2024 | 16 | 2024 |
| Grouped variable selection for generalized eigenvalue problems J Dan, S Geirnaert, A Bertrand Signal Processing 195, 108476, 2022 | 10 | 2022 |
| MESD toolbox S Geirnaert, T Francart, A Bertrand https://github.com/exporl/mesd-toolbox, 2019 | 8 | 2019 |
| Tensor-based ECG signal processing applied to atrial fibrillation detection S Geirnaert, G Goovaerts, S Padhy, M Boussé, L De Lathauwer, ... 2018 52nd Asilomar Conference on Signals, Systems, and Computers, 799-805, 2018 | 7 | 2018 |
| Stimulus-informed generalized canonical correlation analysis of stimulus-following brain responses S Geirnaert, T Francart, A Bertrand 2023 31st European Signal Processing Conference (EUSIPCO), 1000-1004, 2023 | 4 | 2023 |
| A new metric to evaluate auditory attention detection performance based on a Markov chain S Geirnaert, T Francart, A Bertrand 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 4 | 2019 |
| Identifying temporal correlations between natural single-shot videos and EEG signals Y Yao, A Stebner, T Tuytelaars, S Geirnaert, A Bertrand Journal of Neural Engineering 21 (1), 016018, 2024 | 3 | 2024 |
| Signal Processing Algorithms for EEG-based Auditory Attention Decoding S Geirnaert KU Leuven, 2022 | 3 | 2022 |
| ‘Are you even listening?’-EEG-based decoding of absolute auditory attention to natural speech A Roebben, N Heintz, S Geirnaert, T Francart, A Bertrand Journal of Neural Engineering, 2024 | 2 | 2024 |
| AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding NDT Nguyen, H Phan, S Geirnaert, K Mikkelsen, P Kidmose arXiv preprint arXiv:2410.13059, 2024 | 1 | 2024 |
| Unbiased Unsupervised Stimulus Reconstruction for EEG-Based Auditory Attention Decoding N Heintz, S Geirnaert, T Francart, A Bertrand ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
| AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding ND Thanh Nguyen, H Phan, S Geirnaert, K Mikkelsen, P Kidmose arXiv e-prints, arXiv: 2410.13059, 2024 | | 2024 |
| EEG-based Decoding of Selective Visual Attention in Superimposed Videos Y Yao, W De Swaef, S Geirnaert, A Bertrand arXiv preprint arXiv:2409.12562, 2024 | | 2024 |
| Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural Stimuli S Geirnaert, Y Yao, T Francart, A Bertrand IEEE Journal of Biomedical and Health Informatics, 2024 | | 2024 |
Alexander BertrandKU LeuvenVerified email at esat.kuleuven.be