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» Nonlinear dynamics in neural computation
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ICML
2000
IEEE
14 years 8 months ago
On-line Learning for Humanoid Robot Systems
Humanoid robots are high-dimensional movement systems for which analytical system identification and control methods are insufficient due to unknown nonlinearities in the system s...
Gaurav Tevatia, Jörg Conradt, Sethu Vijayakum...
MOC
1998
175views more  MOC 1998»
13 years 7 months ago
Convergence of a non-stiff boundary integral method for interfacial flows with surface tension
Boundary integral methods to simulate interfacial flows are very sensitive to numerical instabilities. In addition, surface tension introduces nonlinear terms with high order spat...
Héctor D. Ceniceros, Thomas Y. Hou
CDC
2008
IEEE
188views Control Systems» more  CDC 2008»
13 years 9 months ago
A method for stereo-vision based tracking for robotic applications
Vision based tracking of an object using the ideas of perspective projection inherently consists of nonlinearly modelled measurements although the underlying dynamic system that en...
Pubudu N. Pathirana, Adrian N. Bishop, Andrey V. S...
ICML
2006
IEEE
14 years 8 months ago
Bayesian regression with input noise for high dimensional data
This paper examines high dimensional regression with noise-contaminated input and output data. Goals of such learning problems include optimal prediction with noiseless query poin...
Jo-Anne Ting, Aaron D'Souza, Stefan Schaal
CDC
2008
IEEE
140views Control Systems» more  CDC 2008»
14 years 1 months ago
Optimal control of a voice-coil-motor with Coulombic friction
— The voice-coil-motor is a widely used mechatronic device, which represents a typical electrodynamic actuator for machine tool axes, bonding machines and hydraulic/pneumatic val...
Bahne Christiansen, Helmut Maurer, Oliver Zirn