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
11 - 20 of 42
- IMPULS-AI-2021From1 Jan 2021 → 31 Dec 2023Funding: Department General Affairs and Finance
- Acoustic beamforming based on auditory attention decodingFrom19 Oct 2020 → TodayFunding: FWO Strategic Basic Research Grant
- Fast, adaptive and wearable auditory attention decoding: towards practical neuro-steered hearing devicesFrom7 Oct 2020 → TodayFunding: FWO Strategic Basic Research Grant
- Signal Processing Algorithm Design for Next-Generation Neuro-Sensor TechnologyFrom9 Sep 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- ARTIFICIAL INTELLIGENCE FOR SEGMENTATION OF TIME SERIESFrom26 Aug 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Machine learning for automatic semantic segmentationFrom21 Feb 2020 → 18 May 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- Invasive human recordings to decode action and image representation.From1 Oct 2019 → 1 Oct 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Detection of Disturbances and Events in Biomedical Signals with Deep LearningFrom18 Sep 2019 → 1 Mar 2024Funding: Own budget, for example: patrimony, inscription fees, gifts
- Distributed Spatial Filtering in Wireless Sensor NetworksFrom2 Sep 2019 → 15 Nov 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Distributed Deep Neural Networks for Wireless Neuro-Sensor NetworksFrom26 Aug 2019 → 7 Dec 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 157
- Detection of Disturbances and Events in Biomedical Signals with Deep Learning(2024)
Authors: Nick Seeuws, Alexander Bertrand, Maarten De Vos
- 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 - Distributed Deep Neural Networks for Wireless Neuro-Sensor Networks(2023)
Authors: Thomas Strypsteen, Alexander Bertrand
- Distributed Spatial Filtering in Wireless Sensor Networks(2023)
Authors: Cem Musluoglu, Alexander Bertrand
- Deciding individual treatment for primary retroperitoneal sarcoma(2023)
Authors: Alexander Bertrand
Pages: 1169 - 1178 - A novel loss for change point detection models with time-invariant representations(2023)
Authors: Zhenxiang Cao, Nick Seeuws, Maarten De Vos, Alexander Bertrand
Pages: 1737 - 1741 - The “Eagle” Approach To Train Electrical Engineers With Collaborative Problem-Solving Skills(2023)
Authors: Merijn Van Deyck, Martijn Deckers, Abdul Saboor, Pouya Mehrjouseresht, Zhenda Zhang, Arne Symons, Alexander Bodard, Marian Verhelst, Alexander Bertrand, Ruth Vazquez Sabariego, et al.
Number of pages: 14 - Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses(2023)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 1000 - 1004
Patents
1 - 1 of 1
- Method and device for updating a model (Inventor)