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Properties of neural networks with applications to modelling non-linear dynamical systems

 

作者: S. A. BILLINGS,   H. B. JAMALUDDIN,   S. CHEN,  

 

期刊: International Journal of Control  （Taylor Available online 1992）
卷期: Volume 55, issue 1  

页码: 193-224

 

ISSN:0020-7179

 

年代: 1992

 

DOI:10.1080/00207179208934232

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

Properties of neural network performance are investigated by studying the modelling of non-linear 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.

 

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