Researcher
David Verstraeten
- Disciplines:Machine learning and decision making
Affiliations
- Department of Electronics and information systems (Department)
Member
From1 Oct 2004 → 31 Dec 2012
Publications
1 - 10 of 36
- Nanophotonic reservoir computing with photonic crystal cavities to generate periodic patterns(2014)
Authors: Martin Fiers, Thomas Van Vaerenbergh, Francis wyffels, David Verstraeten, Benjamin Schrauwen, Joni Dambre, Peter Bienstman, Liu Derong
Pages: 344 - 355 - 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 - 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 - 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
- Reservoir computing on nanophotonic chips(2012)
Authors: Peter Bienstman, Kristof Vandoorne, Thomas Van Vaerenbergh, Martin Fiers, Bendix Schneider, David Verstraeten, Benjamin Schrauwen, Joni Dambre
Pages: 506 - 508 - Connected digit recognition by means of Reservoir Computing(2011)
Authors: Azarakhsh Jalalvand, Fabian Triefenbach, David Verstraeten, Jean-Pierre Martens
Pages: 1725 - 1728 - Photonic reservoir computing and information processing with coupled semiconductor optical amplifiers(2011)
Authors: Kristof Vandoorne, Thomas Van Vaerenbergh, Martin Fiers, Peter Bienstman, David Verstraeten, Benjamin Schrauwen, Joni Dambre
Number of pages: 1 - Delays in photonic reservoir computing with semiconductor optical amplifiers(2011)
Authors: Kristof Vandoorne, David Verstraeten, Benjamin Schrauwen, Joni Dambre, Peter Bienstman, Geert Mortier, Günther Roelkens, Marie Verbist
Pages: 281 - 284 - Photonic reservoir computing: a new approach to optical information processing(2010)Volume: 7750
Authors: Kristof Vandoorne, Martin Fiers, David Verstraeten, Benjamin Schrauwen, Joni Dambre, Peter Bienstman
Number of pages: 1 - Memory versus non-linearity in reservoirs(2010)
Authors: David Verstraeten, Joni Dambre, Xavier Dutoit, Benjamin Schrauwen
Number of pages: 1