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 29 results
- 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 121 results
- 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 - Electroencephalography-based Auditory Attention Decoding : Toward Neuro-Steered Hearing Devices(2021)
Authors: Simon Geirnaert, S Vandecappelle, E Alickovic, A de Cheveigne, E Lalor, B Meyer, S Miran, 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 - 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 - Distributed Adaptive Trace Ratio Optimization in Wireless Sensor Networks(2021)
Authors: Cem Ates Musluoglu, Alexander Bertrand
Pages: 3653 - 3670 - EEG-based detection of the locus of auditory attention with convolutional neural networks(2021)
Authors: Servaas Vandecappelle, Lucas Deckers, Neetha Das, Amir Hossein Ansari, Alexander Bertrand, Tom Francart
Number of pages: 17 - Utility metric for unsupervised feature selection(2021)
Authors: Amalia Villa Gómez, Abhijith Mundanad Narayanan, Sabine Van Huffel, Alexander Bertrand, Jenny Carolina Varon Perez
Number of pages: 26 - Effect of number and placement of EEG electrodes on measurement of neural tracking of speech(2021)
Authors: J Montoya Martinez, Jonas Vanthornhout, Alexander Bertrand, Tom Francart
Pages: 1 - 18Number of pages: 18 - Distributed Trace Ratio Optimization in Fully-Connected Sensor Networks(2021)
Authors: Cem Ates Musluoglu, Alexander Bertrand
Pages: 1991 - 1995