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
31 - 40 of 157
- A data-driven spike sorting feature map for resolving spike overlap in the feature space(2021)
Authors: 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 - 102 - 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 - Distributed Adaptive Trace Ratio Optimization in Wireless Sensor Networks(2021)
Authors: Cem Musluoglu, Alexander Bertrand
Pages: 3653 - 3670 - Fast EEG-based decoding of the directional focus of auditory attention using common spatial patterns(2021)
Authors: Simon Geirnaert, Tom Francart, Alexander Bertrand
Pages: 1557 - 1568 - EEG-based detection of the locus of auditory attention with convolutional neural networks(2021)
Authors: Servaas Vandecappelle, Neetha Das, Amir Hossein Ansari, Alexander Bertrand, Tom Francart
- Utility metric for unsupervised feature selection(2021)
Authors: Amalia Villa Gómez, Abhijith Mundanad Narayanan, Sabine Van Huffel, Alexander Bertrand, Carolina Varon Perez
- Modulating ultrasound contrast generation from injectable nanodroplets for proton range verification by varying the degree of superheat(2021)
Authors: Sophie Heymans, Bram Carlier, Sjoerd Nooijens, Marcus Ingram, Wouter Crijns, Alexander Bertrand, Uwe Himmelreich, Jan D'hooge, Edmond Sterpin, Koen Van Den Abeele
- Effect of number and placement of EEG electrodes on measurement of neural tracking of speech(2021)
Authors: Jonas Vanthornhout, Alexander Bertrand, Tom Francart
Pages: 1 - 18
Patents
1 - 1 of 1
- Method and device for updating a model (Inventor)