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A real-time learning control approach for nonlinear continuous-time system using recurrent neural networks

โœ Scribed by Chow, T.W.S.; Xiao-Dong Li; Yong Fang


Book ID
119776896
Publisher
IEEE
Year
2000
Tongue
English
Weight
230 KB
Volume
47
Category
Article
ISSN
1932-4529

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The following learning problem is considered, for continuous-time recurrent neural networks having sigmoidal activation functions. Given a "black box" representing an unknown system, measurements of output derivatives are collected, for a set of randomly generated inputs, and a network is used to ap