Properties of Neural Networks with Applications to Modelling Nonlinear Dynamics
Billings, S.A., Jamaluddin, H.B. and Chen, S.
(1991)
Properties of Neural Networks with Applications to Modelling Nonlinear Dynamics.
Research Report.
Acse Report 418
.
Dept of Automatic Control and System Engineering. University of Sheffield
Abstract
Properties of neural network performance are investigated by studying the modelling of nonlinear dynamical systems. Network complexity, node selection, prediction and the effects of noise are studied and some new metrics of performance are introduced. The results are illustrated with both simulated and industrial examples.
Metadata
Item Type:
Monograph
Authors/Creators:
Billings, S.A.
Jamaluddin, H.B.
Chen, S.
Copyright, Publisher and Additional Information:
The Department of Automatic Control and Systems Engineering research reports offer a forum for the research output of the academic staff and research students of the Department at the University of Sheffield. Papers are reviewed for quality and presentation by a departmental editor. However, the contents and opinions expressed remain the responsibility of the authors. Some papers in the series may have been subsequently published elsewhere and you are advised to cite the later published version in these instances.
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