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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
39*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
342019
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
232020
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
72021
Unsupervised Self-Adaptive Auditory Attention Decoding
S Geirnaert, T Francart, A Bertrand
IEEE Journal of Biomedical and Health Informatics 25 (10), 3955-3966, 2021
72021
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
Grouped variable selection for generalized eigenvalue problems
J Dan, S Geirnaert, A Bertrand
Signal Processing 195, 108476, 2022
32022
Time-adaptive Unsupervised Auditory Attention Decoding Using EEG-based Stimulus Reconstruction
S Geirnaert, T Francart, A Bertrand
IEEE Journal of Biomedical and Health Informatics, 2022
22022
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
12019
Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses
S Geirnaert, T Francart, A Bertrand
arXiv preprint arXiv:2210.13297, 2022
2022
Decoding the locus of auditory attention from EEG in a multi-talker audio-visual experiment
I Rotaru, S Geirnaert, I Van de Ryck, N Heintz, T Francart, A Bertrand
20th National Day of Biomedical Engineering, Location: Brussels, 2022
2022
Signal Processing Algorithms for EEG-based Auditory Attention Decoding
S Geirnaert
KU Leuven, 2022
2022
Hersengestuurde hoorapparaten
S Geirnaert, T Francart
Wetenschap Uitgedokterd, 2021
2021
An Interpretable Performance Metric for Evaluating Neural Decoders in the Context of Auditory Attention-Based Gain Control
S Geirnaert, T Francart, A Bertrand
Auditory EEG Signal Processing (AESoP) Symposium, Date: 2019/09/16-2019/09 …, 2019
2019
A Comparative Study of Auditory Attention Decoding Algorithms
S Geirnaert, S Vandecappelle, T Francart, A Bertrand
Auditory EEG Signal Processing (AESoP) Symposium, Date: 2019/09/16-2019/09 …, 2019
2019
Assessing Auditory Attention Decoding Algorithms for Gain Control in Neuro-Steered Hearing Aids
S Geirnaert, S Vandecappelle, A Bertrand, T Francart
International Hearing Instruments Developer Forum 2019, Date: 2019/06/13 …, 2019
2019
Expected Switching Time: a Markov Chain Based Performance Metric to Evaluate Auditory Attention Decoding Algorithms
S Geirnaert, T Francart, A Bertrand
SITB2019: 40th WIC Symposium on Information Theory in the Benelux/9th joint …, 2019
2019
Towards Neuro-Steered Hearing Prostheses
S Geirnaert, S Vandecappelle, N Das, T Francart, A Bertrand
f-TALES: Neuro Sense & Sense-ability, Date: 2019/04/01-2019/04/02, Location …, 2019
2019
Detectie van voorkamerfibrillatie: een tensorgebaseerde methode
S Geirnaert
KU Leuven, 2018
2018
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Articles 1–20