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
1 - 10 of 131
- Sign language recognition using convolutional neural networks(2015)
Authors: Lionel Pigou, Sander Dieleman, Pieter-Jan Kindermans, Benjamin Schrauwen
Pages: 572 - 578 - Design and control of compliant tensegrity robots through simulation and hardware validation(2014)
Authors: Ken Caluwaerts, Jérémie Despraz, Atil Iscen, Andrew Sabelhaus, Jonathan Bruce, Benjamin Schrauwen, Vytas SunSpiral, Leslie Dutton
- Integrating dynamic stopping, transfer learning and language models in an adaptive zero-training ERP speller(2014)
Authors: Pieter-Jan Kindermans, Michael Tangermann, Klaus-Robert Müller, Benjamin Schrauwen
- True zero-training brain-computer interfacing: an online study(2014)
Authors: Pieter-Jan Kindermans, Martijn Schreuder, Benjamin Schrauwen, Klaus-Robert Müller, Michael Tangermann
- The student-t mixture as a natural image patch prior with application to image compression(2014)
Authors: Aäron van den Oord, Benjamin Schrauwen, Ruslan Salakhutdinov
Pages: 2061 - 2086 - End-to-end learning for music audio(2014)
Authors: Sander Dieleman, Benjamin Schrauwen
Pages: 6964 - 6968 - Factoring variations in natural images with deep Gaussian mixture models(2014)
Authors: Aäron van den Oord, Benjamin Schrauwen
Number of pages: 1 - Experimental demonstration of reservoir computing on a silicon photonics chip(2014)
Authors: Kristof Vandoorne, Pauline Mechet, Thomas Van Vaerenbergh, Martin Fiers, Geert Morthier, David Verstraeten, Benjamin Schrauwen, Joni Dambre, Peter Bienstman
- In silico case studies of compliant robots: AMARSI deliverable 3.3(2014)
Authors: Juan Pablo Carbajal, Ken Caluwaerts, Benjamin Schrauwen, David Verstraeten, Michiel Dhaene, Yuri Ivanenko, Cristiano Alessandro, Andrea dU+2019Avella, Harold Roberto Martinez Salazar, Qian Zhao, et al.
Number of pages: 1 - Frequency modulation of large oscillatory neural networks(2014)
Authors: Francis wyffels, Jiwen Li, Tim Waegeman, Benjamin Schrauwen, Herbert Jaeger
Pages: 145 - 157
Patents
1 - 1 of 1