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
31 - 40 of 131
- Multiscale approaches to music audio feature learning(2013)
Authors: Sander Dieleman, Benjamin Schrauwen, Alceu De Souza Britto Jr., Fabien Gouyon, Simon Dixon
Pages: 116 - 121 - Using silicon nanophotonics for digital and analog signal processing with reservoir computing(2013)
Authors: Peter Bienstman, Kristof Vandoorne, Thomas Van Vaerenbergh, Martin Fiers, Bendix Schneider, Benjamin Schrauwen, Joni Dambre
Pages: 12 - 12 - Using silicon nanophotonics for digital and analog signal processing with reservoir computing(2013)
Authors: Peter Bienstman, Kristof Vandoorne, Thomas Van Vaerenbergh, Martin Fiers, Bendix Schneider, Benjamin Schrauwen, Joni Dambre
Pages: 64 - 64 - Deep content-based music recommendation(2013)Volume: 26
Authors: Aäron van den Oord, Sander Dieleman, Benjamin Schrauwen, Christopher Burges, Léon Bottou, Max Welling, Zoubin Ghahramani, Kilian Weinberger
Number of pages: 1 - Oger: modular learning architectures for large-scale sequential processing(2012)
Authors: David Verstraeten, Benjamin Schrauwen, Sander Dieleman, Philémon Brakel, Pieter Buteneers, Dejan Pecevski
Pages: 2995 - 2998 - Time-domain and frequency-domain modeling of nonlinear optical components at the circuit-level using a node-based approach(2012)
Authors: Martin Fiers, Thomas Van Vaerenbergh, Ken Caluwaerts, Dries Vande Ginste, Benjamin Schrauwen, Joni Dambre, Peter Bienstman
Pages: 896 - 900 - Learning slow features with reservoir computing for biologically-inspired robot localization(2012)
Authors: Eric Antonelo, Benjamin Schrauwen
Pages: 178 - 190 - Computing using delayed feedback systems: towards photonics(2012)Volume: 8434
Authors: L Appeltant, MC Soriano, G Van der Sande, J Danckaert, S Massar, Joni Dambre, Benjamin Schrauwen, CR Mirasso, I Fischer, BJ Eggleton, et al.
Pages: 1 - 4 - A bayesian model for exploiting application constraints to enable unsupervised training of a P300 based BCI(2012)
Authors: Pieter-Jan Kindermans, David Verstraeten, Benjamin Schrauwen
- Cascadable excitability in microrings(2012)
Authors: Thomas Van Vaerenbergh, Martin Fiers, Pauline Mechet, Thijs Spuesens, Rajesh Kumar, Geert Morthier, Benjamin Schrauwen, Joni Dambre, Peter Bienstman
Pages: 20292 - 20308
Patents
1 - 1 of 1