Xavier Dutoit

According to our database, Xavier Dutoit authored at least 9 papers between 2007 and 2010.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2010

Memory versus non-linearity in reservoirs.

David Verstraeten, Joni Dambre, Xavier Dutoit, Benjamin Schrauwen

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Robust visual tracking control system of a mobile robot based on a dual-Jacobian visual interaction model.

Chi-Yi Tsai, Kai-Tai Song, Xavier Dutoit, Hendrik Van Brussel, Marnix Nuttin

Robotics Auton. Syst., 2009

Pruning and regularization in reservoir computing.

Xavier Dutoit, Benjamin Schrauwen, Jan Van Campenhout, Dirk Stroobandt, Hendrik Van Brussel, Marnix Nuttin

Neurocomputing, 2009

Non-markovian process modelling with Echo State Networks.

Xavier Dutoit, Benjamin Schrauwen, Hendrik Van Brussel

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2008

Visual state estimation using self-tuning Kalman filter and echo state network.

Chi-Yi Tsai, Xavier Dutoit, Kai-Tai Song, Hendrik Van Brussel, Marnix Nuttin

Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Pruning and Regularisation in Reservoir Computing: a First Insight.

Xavier Dutoit, Benjamin Schrauwen, Jan M. Van Campenhout, Dirk Stroobandt, Hendrik Van Brussel, Marnix Nuttin

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

Event Detection and Localization in Mobile Robot Navigation Using Reservoir Computing.

Eric A. Antonelo, Benjamin Schrauwen, Xavier Dutoit, Dirk Stroobandt, Marnix Nuttin

Proceedings of the Artificial Neural Networks, 2007

A first attempt of reservoir pruning for classification problems.

Xavier Dutoit, Hendrik Van Brussel, Marnix Nuttin

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

Robust Mobile Robot Visual Tracking Control System Using Self-Tuning Kalman Filter.

Chi-Yi Tsai, Kai-Tai Song, Xavier Dutoit, Hendrik Van Brussel, Marnix Nuttin

Proceedings of the 7th IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2007