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» On the feedback linearization of robots with variable joint ...
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ICANN
2003
Springer
15 years 2 months ago
Unsupervised Learning of a Kinematic Arm Model
Abstract. An abstract recurrent neural network trained by an unsupervised method is applied to the kinematic control of a robot arm. The network is a novel extension of the Neural ...
Heiko Hoffmann, Ralf Möller
ICRA
1998
IEEE
126views Robotics» more  ICRA 1998»
15 years 1 months ago
Matrix Normalization for Optimal Robot Design
Good robot performance often relies upon the selection of design parameters that lead to a well conditioned Jacobian or impedance "design" matrix. In this paper, a new d...
Leo J. Stocco, S. E. Salcudean, F. Sassani
BIOADIT
2004
Springer
15 years 3 months ago
Movement Generation and Control with Generic Neural Microcircuits
Abstract. Simple linear readouts from generic neural microcircuit models can be trained to generate and control basic movements, e.g., reaching with an arm to various target points...
Prashant Joshi, Wolfgang Maass
87
Voted
IROS
2008
IEEE
133views Robotics» more  IROS 2008»
15 years 4 months ago
An impulse-momentum approach to swing-up control of the pendubot
— The standard control problem of the pendubot refers to the task of stabilizing its equilibrium configuration with the highest potential energy. Linearization of the dynamics o...
Thamer Albahkali, Ranjan Mukherjee, Tuhin Das