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
41 - 50 of 131
- Optical information processing: advances in nanophotonic reservoir computing(2012)
Authors: Martin Fiers, Kristof Vandoorne, Thomas Van Vaerenbergh, Joni Dambre, Benjamin Schrauwen, Peter Bienstman
Number of pages: 1 - Technical report on hierarchical reservoir computing architectures(2012)
Authors: Francis wyffels, Tim Waegeman, Benjamin Schrauwen, Herbert Jaeger
Number of pages: 1 - Towards incorporation of hierarchical Bayesian models into evolution strategies for quadruped gait generation(2012)
Authors: Pieter-Jan Kindermans, Francis wyffels, Ken Caluwaerts, Bert Guns, Benjamin Schrauwen, Bernard Manderick, Michaël Rademaker
Pages: 70 - 70 - Applying morphological changes during the evolution of quadruped robots results in robust gaits(2012)
Authors: Jonas Degrave, Francis wyffels, Tim Waegeman, Pieter-Jan Kindermans, Benjamin Schrauwen, Bernard Manderick, Michaël Rademaker
Pages: 63 - 63 - Learning content-based metrics for music similarity(2012)
Authors: Sander Dieleman, Benjamin Schrauwen, Rafael Ramirez, Darell Conklin, José Manuel Iñesta, Douglas Eck
Pages: 13 - 14 - Training restricted Boltzmann machines with multi-tempering: harnessing parallelization(2012)Volume: 7553
Authors: Philémon Brakel, Sander Dieleman, Benjamin Schrauwen, Alessandro EP Villa, Wlodzislaw Duch, Péter Érdi, Francesco Masulli, Günther Palm
Pages: 92 - 99 - Self-pulsation and excitability mechanism in silicon-on-insulator microrings(2012)
Authors: Thomas Van Vaerenbergh, Martin Fiers, Pauline Mechet, Thijs Spuesens, Rajesh Kumar, Geert Morthier, Kristof Vandoorne, Bendix Schneider, Benjamin Schrauwen, Joni Dambre, et al.
Pages: 1 - 3 - Towards a neural hierarchy of time scales for motor control(2012)Volume: 7426
Authors: Tim Waegeman, Francis wyffels, Benjamin Schrauwen, Tom Ziemke, Christian Balkenius, John Hallam
Pages: 146 - 155 - Feedback control by online learning an inverse model(2012)
Authors: Tim Waegeman, Francis wyffels, Benjamin Schrauwen
Pages: 1637 - 1648 - Characterization of cascadable excitability in a silicon-on-insulator microring(2012)
Authors: Thomas Van Vaerenbergh, Martin Fiers, Pauline Mechet, Thijs Spuesens, Rajesh Kumar, Geert Morthier, Kristof Vandoorne, Bendix Schneider, Benjamin Schrauwen, Joni Dambre, et al.
Pages: 119 - 122
Patents
1 - 1 of 1