Projects per year
Personal profile
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 Part-time 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. And on using these agents to automate the development of novel signal processing 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 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 part-time professor in the Signal Processing Systems Group at TU/e in 2012.
Affiliated with
* GN Hearing
* TU Eindhoven
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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STW Zero 15-06 P2 Autonomous Acoustic Systems (SPS)
de Vries, A., van Diepen, A., Podusenko, A., van der Hagen, D. & van der Hagen, D.
1/06/17 → 9/06/22
Project: Research direct
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CoHear: Hearing Care Collaborative Hearing Device Design
de Vries, A., van de Laar, T. W., Senoz, I., Akbayrak, S., Podusenko, A., Bagaev, D., van Erp, B., van der Hagen, D., van der Hagen, D., Lukashchuk, M. & de Vries, A.
2/01/17 → 30/09/24
Project: Research direct
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Information Processing Technology for Personalization of Hearing Instruments
de Vries, A., de Vries, A., Cox, M. G. H., van de Laar, T. W., van der Hagen, D. & van der Hagen, D.
1/04/14 → 31/03/26
Project: Research direct
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Machine learning for hearing aids algorithm
Bergmans, J. W. M., de Vries, A., van der Hagen, D. & van der Hagen, D.
5/12/06 → 31/03/21
Project: Research direct
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A factor graph description of deep temporal active inference
de Vries, A. & Friston, K. J., 18 Oct 2017, In: Frontiers in Computational Neuroscience. 11, 16 p., 95.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile14 Citations (Scopus)497 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, p. 381-414 34 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile144 Citations (Scopus)192 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, p. 2200 - 2213Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile9 Citations (Scopus)194 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, p. 1094-1103 10 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile135 Citations (Scopus)1043 Downloads (Pure) -
The gamma model : a new neural network for temporal processing
Vries, de, B., 1992, In: Neural Networks. 5, 4, p. 565-576Research output: Contribution to journal › Article › Academic › peer-review
174 Citations (Scopus)3 Downloads (Pure)
Datasets
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Orientation of the arm used for gesture recognition
van Diepen, A. (Creator), de Vries, A. (Creator) & Cox, M. G. H. (Creator), 4TU.Centre for Research Data, 6 Jan 2020
DOI: 10.4121/uuid:6057a153-43dc-4711-b5d9-090f9857a4de
Dataset