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Researcher
Alexander Bertrand
- Disciplines:Ubiquitous computing, Signal processing, Audio and speech processing, Biomedical signal processing, Analogue and digital signal processing, Audio and speech computing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Oct 2007 → 30 Sep 2019
Projects
1 - 10 of 42
- Distributed wireless EEG sensor patches for auditory attention decoding in hearing technologyFrom1 Jan 2024 → TodayFunding: HORIZON.1.1 - European Research Council (ERC)
- Data-centric distributed signal processing for spatial filtering in wireless sensor networksFrom16 Nov 2023 → TodayFunding: BOF - postdoctoral mandates
- Signal processing algorithms for attention decoding of brain responses to natural stimuli in brain-computer interfacesFrom1 Oct 2023 → TodayFunding: FWO junior postdoctoral fellowship
- Listen very carefully! Online tracking of auditory attention via electroencephalography (EEG) in individuals and groups of learnersFrom1 Oct 2023 → TodayFunding: BOF - projects
- Online measurement of auditory attention via electroencephalography (EEG) in individuals and groups of learnersFrom1 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- 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
- Representation learning for visual brain-computer interfacesFrom30 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Signal processing for EEG-based brain-computer interfacesFrom25 Aug 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Towards natural brain-computer interfaces: representation learning for identifying the temporal encoding of realistic video footage in EEGFrom1 Jan 2022 → TodayFunding: FWO research project (including WEAVE projects)
- Early detection of Pulmonary fibrosis by analysis of breathing soundsFrom21 Jan 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
Publications
21 - 30 of 157
- 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
- Spatially Variant Ultrasound Attenuation Mapping using a Regularized Linear Least-Squares Approach(2022)
Authors: Jan D'hooge, Alexander Bertrand
Pages: 1596 - 1609 - Electrocardiogram Quality Assessment using Unsupervised Deep Learning(2022)
Authors: Nick Seeuws, Maarten De Vos, Alexander Bertrand
Pages: 882 - 893 - Objective evaluation of stimulation artefact removal techniques in the context of neural spike sorting.(2022)
Authors: Maarten Schelles, Boateng Asamoah, Myles Mc Laughlin, Alexander Bertrand
- Unsupervised Self-Adaptive Auditory Attention Decoding(2021)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 3955 - 3966 - Miniaturization Effects and Node Placement for Neural Decoding in EEG Sensor Networks(2021)
- EEG miniaturization limits for stimulus decoding with EEG sensor networks.(2021)
Authors: Abhijith Mundanad Narayanan, Rob Zink, Alexander Bertrand
- Distributed MAXVAR: Identifying Common Signal Components across the Nodes of a Sensor Network(2021)
Authors: Charles Hovine, Alexander Bertrand
Pages: 2159 - 2163 - End-to-end learnable EEG channel selection for deep neural networks with Gumbel-softmax(2021)
Authors: Thomas Strypsteen, Alexander Bertrand
Patents
1 - 1 of 1
- Method and device for updating a model (Inventor)