Research Output 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
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Research Output
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 Access
File
4
Citations
(Scopus)
255
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 Access
File
62
Citations
(Scopus)
140
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 Access
File
5
Citations
(Scopus)
116
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 Access
File
113
Citations
(Scopus)
669
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
165
Citations
(Scopus)
3
Downloads
(Pure)
Datasets
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, https://data.4tu.nl/repository/uuid:6057a153-43dc-4711-b5d9-090f9857a4de
Dataset
Courses
Student theses
A factor graph approach to Gaussian process preference learning
Author: Schoonderbeek, M., 31 Oct 2014Supervisor: de Vries, A. (Supervisor 1)
Student thesis: Master
A Probabilistic Modeling Approach to One-Shot Gesture Recognition
Author: van Diepen, A., 31 May 2017Supervisor: Cox, M. (Supervisor 1) & de Vries, B. (Supervisor 2)
Student thesis: Master
File
Bayesian linear regression for user-adaptive hearing aids
Author: Özer, S., 31 Aug 2007Supervisor: de Vries, A. (Supervisor 1)
Student thesis: Master
File
De praktische en theoretische aspecten van de Shainin methode
Author: Vaessen, R., 30 Apr 1996Supervisor: de Vries, A. (External coach), Hasselaar, M. (External person) (External coach) & Dijkstra, J. (Supervisor 1)
Student thesis: Master
Fast design of audio processing algorithms by interactive parameter exploration
Author: Xu, Z., 31 Aug 2013Supervisor: de Vries, A. (Supervisor 1)
Student thesis: Master