Search Results - "Dutoit, X."

Pruning and regularization in reservoir computing by Dutoit, X., Schrauwen, B., Van Campenhout, J., Stroobandt, D., Van Brussel, H., Nuttin, M.

“…Reservoir computing is a new paradigm for using recurrent neural network with a much simpler training method. The key idea is to use a large but fixed…”
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Memory versus non-linearity in reservoirs by Verstraeten, D, Dambre, J, Dutoit, X, Schrauwen, B

“…Reservoir Computing (RC) is increasingly being used as a conceptually simple yet powerful method for using the temporal processing of recurrent neural networks…”
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Robust Mobile Robot Visual Tracking Control System Using Self-Tuning Kalman Filter by Chi-Yi Tsai, Kai-Tai Song, Dutoit, X., Van Brussel, H., Nuttin, M.

“…This paper presents a novel design of a robust visual tracking control system, which consists of a visual tracking controller and a visual state estimator…”
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Visual state estimation using self-tuning Kalman filter and echo state network by Chi-Yi Tsai, Dutoit, X., Kai-Tai Song, Van Brussel, H., Nuttin, M.

“…This paper presents a novel design of visual state estimation for an image-based tracking control system to estimate system state during visual tracking…”
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