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
21 - 30 of 42
- Volumetric imaging of the prostate with transperineal ultrasoundFrom15 Feb 2019 → 1 Nov 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Distributed Signal Processing Algorithms for Chronic Neuro-Sensor NetworksFrom1 Jan 2019 → TodayFunding: H2020-EU.1.1. - EXCELLENT SCIENCE - European Research Council (ERC)
- Design and validation of distributed EEG signal processing methods for a wearable network of galvanically independent recording units.From25 Sep 2018 → 13 Dec 2022Funding: Baekeland
- Multi-modal signal processing algorithms for extraction of coupled sources in combined audio and EEG recordings.From11 Sep 2018 → 30 Sep 2022Funding: FWO fellowships
- Ultrasound Imaging for Radiation DosimetryFrom23 Feb 2018 → 30 Sep 2019Funding: Own budget, for example: patrimony, inscription fees, gifts
- Improved speech understanding in cocktail party scenarios through neuro-steered hearing prosthesesFrom1 Jan 2018 → 31 Dec 2021Funding: FWO research project (including WEAVE projects)
- Closed-loop neuro-controlled hearing prostheses.From1 Nov 2017 → 31 Oct 2019Funding: BOF - Concerted Research Project from 1994
- Acoustic markers for enhanced remote sensing of radiation dosesFrom1 Nov 2017 → 30 Apr 2022Funding: H2020-EU.1.2.- EXCELLENT SCIENCE - Future and Emerging Technologies (FET)
- Miniaturization Effects and Node Placement for Neural Decoding in EEG Sensor NetworksFrom10 Oct 2017 → 28 Sep 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Distributed signal processing algorithms for auditory attention detection with chronic EEG sensor networksFrom1 Oct 2016 → 30 Sep 2020Funding: BOF - Concerted Research Project from 1994
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)