Onderzoeker
David Verstraeten
- Disciplines:Machine learning en besluitvorming
Affiliaties
- Vakgroep Elektronica en Informatiesystemen (Departement)
Lid
Vanaf1 okt 2004 → 31 dec 2012
Publicaties
1 - 10 van 36
- Nanophotonic reservoir computing with photonic crystal cavities to generate periodic patterns(2014)
Auteurs: Martin Fiers, Thomas Van Vaerenbergh, Francis wyffels, David Verstraeten, Benjamin Schrauwen, Joni Dambre, Peter Bienstman, Liu Derong
Pagina's: 344 - 355 - Time series classification for the prediction of dialysis in critically ill patients using echo state networks(2013)
Auteurs: Femke Ongenae, David Verstraeten, Dominique Benoit, Filip De Turck, Tom Dhaene, Benjamin Schrauwen
Pagina's: 984 - 996 - Oger: modular learning architectures for large-scale sequential processing(2012)
Auteurs: David Verstraeten, Benjamin Schrauwen, Sander Dieleman, Philémon Brakel, Pieter Buteneers, Dejan Pecevski
Pagina's: 2995 - 2998 - A bayesian model for exploiting application constraints to enable unsupervised training of a P300 based BCI(2012)
Auteurs: Pieter-Jan Kindermans, David Verstraeten, Benjamin Schrauwen
- Reservoir computing on nanophotonic chips(2012)
Auteurs: Peter Bienstman, Kristof Vandoorne, Thomas Van Vaerenbergh, Martin Fiers, Bendix Schneider, David Verstraeten, Benjamin Schrauwen, Joni Dambre
Pagina's: 506 - 508 - Connected digit recognition by means of Reservoir Computing(2011)
Auteurs: Azarakhsh Jalalvand, Fabian Triefenbach, David Verstraeten, Jean-Pierre Martens
Pagina's: 1725 - 1728 - Photonic reservoir computing and information processing with coupled semiconductor optical amplifiers(2011)
Auteurs: Kristof Vandoorne, Thomas Van Vaerenbergh, Martin Fiers, Peter Bienstman, David Verstraeten, Benjamin Schrauwen, Joni Dambre
Aantal pagina's: 1 - Delays in photonic reservoir computing with semiconductor optical amplifiers(2011)
Auteurs: Kristof Vandoorne, David Verstraeten, Benjamin Schrauwen, Joni Dambre, Peter Bienstman, Geert Mortier, Günther Roelkens, Marie Verbist
Pagina's: 281 - 284 - Photonic reservoir computing: a new approach to optical information processing(2010)Volume: 7750
Auteurs: Kristof Vandoorne, Martin Fiers, David Verstraeten, Benjamin Schrauwen, Joni Dambre, Peter Bienstman
Aantal pagina's: 1 - Memory versus non-linearity in reservoirs(2010)
Auteurs: David Verstraeten, Joni Dambre, Xavier Dutoit, Benjamin Schrauwen
Aantal pagina's: 1