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
1 - 10 of 156
- 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 - A Distributed Adaptive Algorithm for Non-Smooth Spatial Filtering Problems(2023)
Authors: Charles Hovine, Alexander Bertrand
Number of pages: 5
Patents
1 - 1 of 1
- Method and device for updating a model (Inventor)