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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 31
- 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
- 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
- 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 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Distributed signal processing algorithm design for neuro-sensor networksFrom2 Sep 2019 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Volumetric imaging of the prostate with transperineal ultrasoundFrom15 Feb 2019 → 1 Nov 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 129
- Spatially Variant Ultrasound Attenuation Mapping using a Regularized Linear Least-Squares Approach(2022)
Authors: Jan D'hooge, Alexander Bertrand
Pages: 1596 - 1609 - Objective evaluation of stimulation artefact removal techniques in the context of neural spike sorting(2022)
Authors: Maarten Schelles, Jan Wouters, Boateng Asamoah, Myles Mc Laughlin, Alexander Bertrand
Number of pages: 14 - Miniaturization Effects and Node Placement for Neural Decoding in EEG Sensor Networks(2021)
- EEG miniaturization limits for stimulus decoding with EEG sensor networks.(2021)
Authors: Abhijith Mundanad Narayanan, Rob Zink, Alexander Bertrand
Number of pages: 32 - End-to-end learnable EEG channel selection for deep neural networks with Gumbel-softmax(2021)
Authors: Thomas Strypsteen, Alexander Bertrand
Number of pages: 12 - Distributed MAXVAR: Identifying Common Signal Components across the Nodes of a Sensor Network(2021)
Authors: Charles Hovine, Alexander Bertrand
Pages: 2159 - 2163 - A data-driven spike sorting feature map for resolving spike overlap in the feature space(2021)
Authors: Jasper Wouters, Fabian Kloosterman, Alexander Bertrand
Pages: 1 - 16 - Electroencephalography-based Auditory Attention Decoding : Toward Neuro-Steered Hearing Devices(2021)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 89 - 102 - Reinforcement Learning in Reproducing Kernel Hilbert Spaces: Enabling Continuous Brain?Machine Interface Adaptation(2021)
Authors: Simon Geirnaert, Servaas Vandecappelle, Emina Alickovic, Alain de Cheveigne, Edmund Lalor, Bernd T Meyer, Sina Miran, Tom Francart, Alexander Bertrand
Pages: 89 - 102Number of pages: 14 - Change Point Detection in Time Series Data using Autoencoders with a Time-Invariant Representation.(2021)
Authors: Tim De Ryck, Maarten De Vos, Alexander Bertrand
Pages: 3513 - 3524