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
31 - 40 of 42
- Design and Validation of Low-complexity Methods for Resolving Spike Overlap in Neuronal Spike SortingFrom1 Jun 2016 → 13 Oct 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- EEG-based Auditory Attention Decoding: Towards Neuro-steered Hearing DevicesFrom21 Apr 2016 → 22 Jan 2020Funding: Own budget, for example: patrimony, inscription fees, gifts
- EEG everywhere and always: design of signal processing algorithms for high-density mobile electroencephalographyFrom1 Jan 2016 → 31 Dec 2018Funding: FWO research grant KAN
- Distributed signal processing algorithms for spike sorting in nextgeneration high-density neuroprobesFrom1 Jan 2016 → 31 Dec 2019Funding: FWO research project (including WEAVE projects)
- Distributed signal processing algorithms for wireless EEG sensor networks with applications in auditory-based brain-computer interfaces.From1 Oct 2014 → 30 Sep 2016Funding: BOF - Other initiatives
- Distributed signal processing algorithms for wireless EEG sensor networks with applications in auditory-based brain-computer interfacesFrom1 Oct 2014 → 30 Sep 2019Funding: BOF - tenure track
- Design of distributed signal processing algorithms and scalable hardware platforms for energy-vs-performance adaptive wireless acoustic sensor networks.From1 Jan 2014 → 31 Dec 2017Funding: FWO research project (including WEAVE projects)
- Heterogeneous Ad-hoc Networks for Distributed, Cooperative, and Adaptive Multimedia Signal ProcessingFrom1 Oct 2013 → 31 Jan 2017Funding: General Activities (Annex IV)
- Distributed digital signal processing algorithms for highdensity wireless EEG sensor networks with application to ASSR based objective hearing thresholds estimationFrom1 Oct 2013 → 30 Sep 2015Funding: FWO fellowships
- Distributed Signal Processing Algorithms for Multi-Task Wireless Acoustic Sensor NetworksFrom1 Mar 2013 → 24 Oct 2017Funding: 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)