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Xavier Dutoit
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2010 – 2019
- 2010
- [c7]David Verstraeten, Joni Dambre, Xavier Dutoit, Benjamin Schrauwen:
Memory versus non-linearity in reservoirs. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [j2]Xavier Dutoit, Benjamin Schrauwen, Jan Van Campenhout, Dirk Stroobandt, Hendrik Van Brussel, Marnix Nuttin:
Pruning and regularization in reservoir computing. Neurocomputing 72(7-9): 1534-1546 (2009) - [j1]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): 652-664 (2009) - [c6]Xavier Dutoit, Benjamin Schrauwen, Hendrik Van Brussel:
Non-markovian process modelling with Echo State Networks. ESANN 2009 - 2008
- [c5]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: 1-6 - [c4]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: 917-922 - 2007
- [c3]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: 161-166 - [c2]Xavier Dutoit, Hendrik Van Brussel, Marnix Nuttin:
A first attempt of reservoir pruning for classification problems. ESANN 2007: 507-512 - [c1]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: 660-669
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