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Computer science
Simultaneous approximation of polynomial functions and its derivatives by feedforward artificial neural networks with one hidden layer
N. S. Uzentsova, S. P. Sidorov Saratov State University, Russia, 410012, Saratov, Astrahanskaya st., 83
Abstract:
In this paper we propose the algorithm for finding weights of feedforward artificial neural networks with one hidden layer to approximate polynomial functions and its derivatives with a given error. We use the rational sigmoidal function as a transfer function.
Key words:
neural networks, approximation.
Citation:
N. S. Uzentsova, S. P. Sidorov, “Simultaneous approximation of polynomial functions and its derivatives by feedforward artificial neural networks with one hidden layer”, Izv. Saratov Univ. Math. Mech. Inform., 13:2(2) (2013), 78–82
Linking options:
https://www.mathnet.ru/eng/isu417 https://www.mathnet.ru/eng/isu/v13/i4/p78
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Abstract page: | 187 | Full-text PDF : | 91 | References: | 32 |
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