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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 35
- Signal processing algorithms for attention decoding of brain responses to natural stimuli in brain-computer interfaces.From1 Oct 2022 → TodayFunding: 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
- Early detection of Pulmonary fibrosis by analysis of breathing soundsFrom21 Jan 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- IMPULS-AI-2021From1 Jan 2021 → TodayFunding: Department General Affairs and Finance
- Acoustic beamforming based on auditory attention decodingFrom19 Oct 2020 → TodayFunding: FWO fellowships
- Fast, adaptive and wearable auditory attention decoding: towards practical neuro-steered hearing devicesFrom7 Oct 2020 → TodayFunding: FWO fellowships
- 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
Publications
1 - 10 of 141
- Bandwidth-efficient distributed neural network architectures with application to neuro-sensor networks(2023)
Authors: Thomas Strypsteen, Alexander Bertrand
Pages: 933 - 943 - Sensor selection and miniaturization limits for detection of interictal epileptiform discharges with wearable EEG(2023)
Authors: Jonathan Dan, Wim Van Paesschen, Alexander Bertrand
- Signal Processing Methods for Home Monitoring of People with Epilepsy with a Network of Wearable EEG Sensors(2022)
Authors: Jonathan Dan, Alexander Bertrand, Wim Van Paesschen
- MAXVAR-based distributed correlation estimation in a wireless sensor network(2022)
Authors: Charles Hovine, Alexander Bertrand
Pages: 5533 - 5548 - Semi-supervised change point detection using active learning(2022)
Authors: Arne De Brabandere, Zhenxiang Cao, Maarten De Vos, Alexander Bertrand, Jesse Davis
Pages: 74 - 88 - Improved Tracking for Distributed Signal Fusion Optimization in a Fully-Connected Wireless Sensor Network(2022)
Authors: Cem Ates Musluoglu, Marc Moonen, Alexander Bertrand
Pages: 1836 - 1840 - Time-adaptive unsupervised auditory attention decoding using EEG-based stimulus reconstruction(2022)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 3767 - 3778 - Windowed State Space Filters for Peak Interference Suppression in Neural Spike Sorting(2022)
Authors: Christof Baeriswyl, Alexander Bertrand
Pages: 1208 - 1212 - 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