Researcher
Benjamin Schrauwen
- Disciplines:Machine learning and decision making, Robotics and automatic control, Automation and control systems, Automation, feedback control and robotics, Pattern recognition and neural networks
Affiliations
- Department of Electronics and information systems (Department)
Member
From1 Sep 2002 → 31 Jan 2015
Projects
1 - 6 of 6
- Portable highly accurate detection of epileptic seizuresFrom1 Jan 2014 → 30 Jun 2015Funding: IWT / VLAIO personal funding - innovation mandates
- Human Brain ProjectFrom1 Oct 2013 → 28 Feb 2017Funding: Information & Communication technologies
- Bayesian inference applied to reservoir computing for themodelling and control of dynamical systemsFrom1 Oct 2012 → 30 Sep 2014Funding: BOF - Other initiatives, FWO fellowships
- Controlling biologically inspired robots using morphological computatrionFrom1 Oct 2010 → 30 Sep 2014Funding: BOF - Other initiatives, FWO fellowships
- Smart audio processing for interactive multimedia (SAPIM)From1 Aug 2010 → 31 Jul 2012Funding: IWT / VLAIO - indirect funding by business world
- Adaptive modular architecture for rich motor skillsFrom1 Mar 2010 → 28 Feb 2014Funding: Information & Communication technologies
Publications
21 - 30 of 131
- A case study demonstrating the pitfalls during evaluation of a predictive seizure detector(2013)
Authors: Pieter Buteneers, Thibault Verhoeven, Pieter-Jan Kindermans, Benjamin Schrauwen
Number of pages: 1 - Content feature based bit rate modelling for scalable video coding using machine learning algorithms(2013)
Authors: Robin Bailleul, Jan De Cock, Benjamin Schrauwen, Peter Lambert, Rik Van de Walle
Number of pages: 1 - Time series classification for the prediction of dialysis in critically ill patients using echo state networks(2013)
Authors: Femke Ongenae, David Verstraeten, Dominique Benoit, Filip De Turck, Tom Dhaene, Benjamin Schrauwen
Pages: 984 - 996 - Comparing trotting and turning strategies on the quadrupedal Oncilla Robot(2013)
Authors: Jonas Degrave, Michaël Burm, Tim Waegeman, Francis wyffels, Benjamin Schrauwen
Pages: 228 - 233 - The spectral radius remains a valid indicator of the echo state property for large reservoirs(2013)
Authors: Ken Caluwaerts, Francis wyffels, Sander Dieleman, Benjamin Schrauwen
Number of pages: 1 - Training energy-based models for time-series imputation(2013)
Authors: Philémon Brakel, Dirk Stroobandt, Benjamin Schrauwen
Pages: 2771 - 2797 - Recent advances in optical reservoir computing(2013)
Authors: François Duport, Anteo Smerieri, Yvan Paquot, Bendix Schneider, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar
Pages: 333 - 336 - Dynamic stopping in a calibration-less P300 speller(2013)
Authors: Pieter-Jan Kindermans, Benjamin Schrauwen
Number of pages: 1 - Zero training for BCI-reality for BCI systems based on event-related potentials(2013)Volume: 58
Authors: Michael Tangermann, Pieter-Jan Kindermans, Martijn Schreuder, Benjamin Schrauwen, Klaus-Robert Müller
Number of pages: 1 - Bidirectional truncated recurrent neural networks for efficient speech denoising(2013)
Authors: Philémon Brakel, Dirk Stroobandt, Benjamin Schrauwen
Pages: 2972 - 2976
Patents
1 - 1 of 1