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Modeling of continuous time dynamical systems with input by recurrent neural networks

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


Book ID
126989348
Publisher
IEEE
Year
2000
Tongue
English
Weight
156 KB
Volume
47
Category
Article
ISSN
1057-7122

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โœ Ken-ichi Funahashi; Yuichi Nakamura ๐Ÿ“‚ Article ๐Ÿ“… 1993 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 431 KB

In this paper, we prove that any finite time trajectory of a given n-dimensional dynamical system can be approximately realized by the internal state of the output units of a continuous time recurrent neural network with n output units, some hidden units, and an appropriate initial condition. The es