< Back to previous page
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
41 - 50 of 157
- Fast Linear Least-Squares Method for Ultrasound Attenuation and Backscatter Estimation(2021)
Authors: Jan D'hooge, Alexander Bertrand
- Riemannian geometry-based decoding of the directional focus of auditory attention using EEG(2021)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 1115 - 1119 - Spatially variant attenuation and backscatter coefficient estimation using a regularized linear least-squares approach(2021)
Authors: Jan D'hooge, Alexander Bertrand
Number of pages: 3 - Distributed Trace Ratio Optimization in Fully-Connected Sensor Networks(2021)
Authors: Cem Musluoglu, Alexander Bertrand
Pages: 1991 - 1995 - Optimal versus approximate channel selection methods for EEG decoding with application to topology-constrained neuro-sensor networks(2020)
Authors: Abhijith Mundanad Narayanan, Panos Patrinos, Alexander Bertrand
Pages: 92 - 102 - Multi-pattern recognition through maximization of signal-to-peak-interference ratio with application to neural spike sorting(2020)
Authors: Panos Patrinos, Fabian Kloosterman, Alexander Bertrand
Pages: 6240 - 6254 - Computationally-efficient algorithm for real-time absence seizure detection in wearable electroencephalography(2020)
Authors: Jonathan Dan, Wim Van Paesschen, Alexander Bertrand
Pages: 1 - 16 - Design and Validation of Low-complexity Methods for Resolving Spike Overlap in Neuronal Spike Sorting(2020)
Authors: Jasper Wouters, Alexander Bertrand, Fabian Kloosterman
- Linear versus deep learning methods for noisy speech separation for EEG-informed attention decoding(2020)
Authors: Jeroen Zegers, Hugo Van hamme, Tom Francart, Alexander Bertrand
- SHYBRID: A graphical tool for generating hybrid ground-truth spiking data for evaluating spike sorting performance(2020)
Authors: Jasper Wouters, Fabian Kloosterman, Alexander Bertrand
Pages: 141 - 158
Patents
1 - 1 of 1
- Method and device for updating a model (Inventor)