[PDF][PDF] On normalising radial basis function networks
R Shorten, R Murray-Smith - … of the fourth irish conference on …, 1994 - researchgate.net
Normalisation of the basis function activations in a radial basis function (RBF) network is a
common way of achieving the partition of unity often desired for modelling applications. It …
common way of achieving the partition of unity often desired for modelling applications. It …
Real-time application of neural model predictive control for an induction servo drive
Neumerkel, Franz, Kruger… - 1994 Proceedings of IEEE …, 1994 - ieeexplore.ieee.org
This paper deals with a real-time implementation of a neural net controller and its
application to an induction machine. The controller used within this framework is the model …
application to an induction machine. The controller used within this framework is the model …
Adaptive control of MIMO non-linear systems using local ARX models and interpolation
TA Johansen - IFAC Proceedings Volumes, 1994 - Elsevier
A discrete-time adaptive decoupling and linearising controller is described and analysed.
The model-based controller applies a particular model representation based on the …
The model-based controller applies a particular model representation based on the …
Identification of non-linear system structure and parameters using regime decomposition
TA Johansen, BA Foss - IFAC Proceedings Volumes, 1994 - Elsevier
In this paper, an off-line algorithm for empirical modeling and identification of unknown non-
linear dynamic systems is presented. The minimum input to the algorithm is a sequence of …
linear dynamic systems is presented. The minimum input to the algorithm is a sequence of …
Direct implementation of fuzzy control with basis function networks
KJ Hunt, R Haas, R Murray-Smith - Proceedings of 1994 33rd …, 1994 - ieeexplore.ieee.org
There is significant interest in the interplay between fuzzy systems and neural networks.
Jang and Sun (1993) established the functional equivalence of Gaussian radial basis …
Jang and Sun (1993) established the functional equivalence of Gaussian radial basis …
Integration and implementation of a priori knowledge for dynamics modelling and control
KJ Hunt - IEE Colloquium on Automotive Applications of …, 1994 - ieeexplore.ieee.org
Neural networks have been employed in a range of automotive modelling and control tasks.
This paper discusses the recently introduced local model network structure. The structure …
This paper discusses the recently introduced local model network structure. The structure …