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Simon Geirnaert
Simon Geirnaert
KU Leuven, Department of Electrical Engineering (ESAT) and Department of Neurosciences
Verified email at esat.kuleuven.be - Homepage
Title
Cited by
Cited by
Year
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
98*2021
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
462019
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
412020
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
182021
Unsupervised Self-Adaptive Auditory Attention Decoding
S Geirnaert, T Francart, A Bertrand
IEEE Journal of Biomedical and Health Informatics 25 (10), 3955-3966, 2021
182021
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
112022
Grouped variable selection for generalized eigenvalue problems
J Dan, S Geirnaert, A Bertrand
Signal Processing 195, 108476, 2022
92022
MESD toolbox
S Geirnaert, T Francart, A Bertrand
https://github.com/exporl/mesd-toolbox, 2019
62019
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
62018
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
32019
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
22023
Signal Processing Algorithms for EEG-based Auditory Attention Decoding
S Geirnaert
KU Leuven, 2022
22022
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
12024
'Are you even listening?'-EEG-based detection of absolute auditory attention to natural speech with application to neuro-steered hearing devices
A Roebben, N Heintz, S Geirnaert, T Francart, A Bertrand
bioRxiv, 2023.12. 14.571397, 2023
12023
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
2024
Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses
S Geirnaert, Y Yao, T Francart, A Bertrand
arXiv preprint arXiv:2401.17841, 2024
2024
Fast, accurate, unsupervised, and time-adaptive EEG-based auditory attention decoding for neuro-steered hearing devices
S Geirnaert, R Zink, T Francart, A Bertrand
Brain-Computer Interface Research: A State-of-the-Art Summary 11, 29-40, 2024
2024
Unsupervised Accuracy Estimation for Brain-Computer Interfaces based on Auditory Attention Decoding
MA Lopez-Gordo, S Geirnaert, A Bertrand
Authorea Preprints, 2023
2023
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
2023
EEG-based decoding of the spatial focus of auditory attention in a multi-talker audiovisual experiment using Common Spatial Patterns
I Rotaru, S Geirnaert, N Heintz, I Van de Ryck, A Bertrand, T Francart
2023
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