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Stability control and analysis of asymmetric continuous neural networks

โœ Scribed by Zeng Huanglin; Yu Juebang


Book ID
112825748
Publisher
SP Science Press
Year
1992
Tongue
English
Weight
278 KB
Volume
9
Category
Article
ISSN
0217-9822

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Stability analysis of neural net control
โœ Thomas Feuring; James J. Buckley; Wolfram-M. Lippe; Andreas Tenhagen ๐Ÿ“‚ Article ๐Ÿ“… 1999 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 810 KB

Neural networks can only be trained with a crisp and finite data set. Therefore, the approximation quality of a trained network is hard to verify. So, a common way in proving stability of a trained neural net controller is to demonstrate the existence of a Lyapunov function. In this article we propo