Xavier Dutoit

Publication Activity (10 Years)

Years Active: 2007-2010
Publications (10 Years): 0

Publications

David Verstraeten, Joni Dambre, Xavier Dutoit, Benjamin Schrauwen
Memory versus non-linearity in reservoirs. IJCNN (2010)
Xavier Dutoit, Benjamin Schrauwen, Hendrik Van Brussel
Non-markovian process modelling with Echo State Networks. ESANN (2009)
Chi-Yi Tsai, Kai-Tai Song, Xavier Dutoit, Hendrik Van Brussel, Marnix Nuttin
Robust visual tracking control system of a mobile robot based on a dual-Jacobian visual interaction model. Robotics Auton. Syst. 57 (6-7) (2009)
Xavier Dutoit, Benjamin Schrauwen, Jan Van Campenhout, Dirk Stroobandt, Hendrik Van Brussel, Marnix Nuttin
Pruning and regularization in reservoir computing. Neurocomputing 72 (7-9) (2009)
Xavier Dutoit, Benjamin Schrauwen, Jan M. Van Campenhout, Dirk Stroobandt, Hendrik Van Brussel, Marnix Nuttin
Pruning and Regularisation in Reservoir Computing: a First Insight. ESANN (2008)
Chi-Yi Tsai, Xavier Dutoit, Kai-Tai Song, Hendrik Van Brussel, Marnix Nuttin
Visual state estimation using self-tuning Kalman filter and echo state network. ICRA (2008)
Chi-Yi Tsai, Kai-Tai Song, Xavier Dutoit, Hendrik Van Brussel, Marnix Nuttin
Robust Mobile Robot Visual Tracking Control System Using Self-Tuning Kalman Filter. CIRA (2007)
Eric A. Antonelo, Benjamin Schrauwen, Xavier Dutoit, Dirk Stroobandt, Marnix Nuttin
Event Detection and Localization in Mobile Robot Navigation Using Reservoir Computing. ICANN (2) (2007)
Xavier Dutoit, Hendrik Van Brussel, Marnix Nuttin
A first attempt of reservoir pruning for classification problems. ESANN (2007)