Projecten per jaar
Persoonlijk profiel
Quote
I believe that development of signal processing systems will in the future be largely automated by autonomously operating agents that learn purposeful (signal processing) behavior from situated environmental interactions.
Research profile
Bert de Vries is a Professor in the Signal Processing Systems group. His research focuses on the development of intelligent autonomous agents that learn from in-situ interactions with their environment. We aim to use these agents to automate the development of novel signal processing and control algorithms, see http://biaslab.org. Our research draws inspiration from diverse fields including computational neuroscience, Bayesian machine learning, and signal processing systems. A current major application area concerns the personalization of medical signal processing systems such as hearing aid algorithms. In the past, De Vries contributed to research projects over a wide range of signal and image processing topics, such as word spotting, financial market prediction, and breast cancer detection from mammograms.
Academic background
Bert de Vries received M.Sc. (1986) and Ph.D. (1991) degrees in Electrical Engineering from Eindhoven University of Technology (TU/e) and the University of Florida, respectively. From 1992 to 1999, he worked as a research scientist at Sarnoff Research Center in Princeton (NJ, USA). Since 1999, he has been employed in the hearing aids industry, both in engineering and managerial positions. De Vries was appointed professor in the Signal Processing Systems Group at TU/e in 2012.
Affiliated with
* GN Hearing
* TU Eindhoven
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
Vingerafdruk
Verdiep u in de onderzoeksgebieden waarop A. (Bert) de Vries actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
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TKI-HTSM/21.0161/2112P09 Auto-AR: Automated Situated Design of Augmented Hearing Reality Algorithms
de Vries, A. (Project Manager), Șenöz, I. (Projectmedewerker), Podusenko, A. (Projectmedewerker), Bagaev, D. (Projectmedewerker), Nguyen, H. (Projectmedewerker), Lukashchuk, M. (Projectmedewerker) & Nuijten, W. W. L. (Projectmedewerker)
1/10/21 → 30/09/26
Project: Third tier
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CoHear: Hearing Care Collaborative Hearing Device Design
van der Hagen, D. (Project communicatie medewerker), de Vries, A. (Project Manager), van de Laar, T. W. (Projectmedewerker), Șenöz, I. (Projectmedewerker), Akbayrak, S. (Projectmedewerker), van Erp, B. (Projectmedewerker) & Lukashchuk, M. (Projectmedewerker)
2/01/17 → 1/07/25
Project: Third tier
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Information Processing Technology for Personalization of Hearing Instruments
van der Hagen, D. (Project communicatie medewerker), de Vries, A. (Project Manager), van de Laar, T. W. (Projectmedewerker) & Cox, M. G. H. (Projectmedewerker)
1/04/14 → 31/03/26
Project: Third tier
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STW Zero 15-06 P2 Autonomous Acoustic Systems (SPS)
de Vries, A. (Project Manager), Waeijen-van Diepen, A. (Projectmedewerker), Podusenko, A. (Projectmedewerker) & van der Hagen, D. (Project communicatie medewerker)
1/06/17 → 9/06/24
Project: Onderzoek direct
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Machine learning for hearing aids algorithm
Bergmans, J. W. M. (Project Manager), de Vries, A. (Project Manager) & van der Hagen, D. (Project communicatie medewerker)
5/12/06 → 31/03/21
Project: Onderzoek direct
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A factor graph description of deep temporal active inference
de Vries, A. & Friston, K. J., 18 okt. 2017, In: Frontiers in Computational Neuroscience. 11, 16 blz., 95.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand17 Citaten (Scopus)626 Downloads (Pure) -
The graphical brain: belief propagation and active inference
Friston, K. J., Parr, T. & de Vries, B., 1 dec. 2017, In: Network Neuroscience. 1, 4, blz. 381-414 34 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand277 Citaten (Scopus)279 Downloads (Pure) -
A probabilistic modeling approach to hearing loss compensation
van de Laar, T. W. & de Vries, A., nov. 2016, In: IEEE Transactions on Audio, Speech, and Language Processing. 24, 11, blz. 2200 - 2213Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand12 Citaten (Scopus)287 Downloads (Pure) -
An adaptive Kalman filter for ECG signal enhancement
Vullings, R., Vries, de, B. & Bergmans, J. W. M., 2011, In: IEEE Transactions on Biomedical Engineering. 58, 4, blz. 1094-1103 10 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand157 Citaten (Scopus)1506 Downloads (Pure) -
The gamma model : a new neural network for temporal processing
Vries, de, B., 1992, In: Neural Networks. 5, 4, blz. 565-576Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
188 Citaten (Scopus)3 Downloads (Pure)
Datasets
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Orientation of the arm used for gesture recognition
van Diepen, A. (Ontwerper), de Vries, A. (Ontwerper) & Cox, M. G. H. (Ontwerper), 4TU.Centre for Research Data, 6 jan. 2020
DOI: 10.4121/uuid:6057a153-43dc-4711-b5d9-090f9857a4de
Dataset
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biaslab/RxInfer.jl: v2.10.1
Bagaev, D. (Bijdrager), Podusenko, A. (Ontwerper) & de Vries, A. (Ontwerper), Zenodo, 27 mrt. 2023
DOI: 10.5281/zenodo.7775770, https://zenodo.org/record/7775770
Dataset
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biaslab/RxInfer.jl: v2.10.2
Bagaev, D. (Bijdrager), Podusenko, A. (Ontwerper) & de Vries, A. (Ontwerper), Zenodo, 31 mrt. 2023
DOI: 10.5281/zenodo.7789190, https://zenodo.org/record/7789190
Dataset