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Researcher
Simon Geirnaert
- Disciplines:Signal processing, Biomedical signal processing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → 30 Sep 2023 - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Sep 2018 → 31 Jul 2020
Projects
1 - 4 of 4
- Signal processing algorithms for attention decoding of brain responses to natural stimuli in brain-computer interfacesFrom1 Oct 2023 → TodayFunding: FWO junior postdoctoral fellowship
- Signal processing algorithms for attention decoding of brain responses to natural stimuli in brain-computer interfaces.From1 Oct 2022 → 30 Sep 2023Funding: BOF - postdoctoral mandates
- Signal processing for EEG-based brain-computer interfacesFrom25 Aug 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Multi-modal signal processing algorithms for extraction of coupled sources in combined audio and EEG recordings.From11 Sep 2018 → 30 Sep 2022Funding: FWO fellowships
Publications
1 - 10 of 13
- What are we really decoding? Unveiling biases in EEG-based decoding of the spatial focus of auditory attention(2024)
Authors: Iustina Rotaru, Simon Geirnaert, Nicolas Heintz, Iris Van de Ryck, Alexander Bertrand, Tom Francart
- Identifying temporal correlations between natural single-shot videos and EEG signals(2024)
Authors: Yuanyuan Yao, Axel Stebner, Tinne Tuytelaars, Simon Geirnaert, Alexander Bertrand
- Fast, accurate, unsupervised, and time-adaptive EEG-based auditory attention decoding for neuro-steered hearing devices(2024)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 29 - 40 - Time-adaptive unsupervised auditory attention decoding using EEG-based stimulus reconstruction(2022)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 3767 - 3778 - Grouped Variable Selection for Generalized Eigenvalue Problems(2022)
Authors: Jonathan Dan, Simon Geirnaert, Alexander Bertrand
- Signal Processing Algorithms for EEG-based Auditory Attention Decoding(2022)
Authors: Simon Geirnaert, Alexander Bertrand, Tom Francart
- Unsupervised Self-Adaptive Auditory Attention Decoding(2021)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 3955 - 3966 - Electroencephalography-based Auditory Attention Decoding : Toward Neuro-Steered Hearing Devices(2021)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 89 - 102 - Fast EEG-based decoding of the directional focus of auditory attention using common spatial patterns(2021)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 1557 - 1568 - Riemannian geometry-based decoding of the directional focus of auditory attention using EEG(2021)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 1115 - 1119
Patents
1 - 1 of 1
- Method and device for updating a model (Inventor)