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On the approximation of a quadratic map by a small neural network

✍ Scribed by Henrik Saxén


Book ID
113399538
Publisher
Elsevier Science
Year
1996
Tongue
English
Weight
725 KB
Volume
12
Category
Article
ISSN
0925-2312

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On the approximate realization of contin
✍ Ken-Ichi Funahashi 📂 Article 📅 1989 🏛 Elsevier Science 🌐 English ⚖ 733 KB

In this paper, we prove that any continuous mapping can be approximately realized by Rumelhart-Hinton-Williams' multilayer neural networks with at least one hidden layer whose output functions are sigmoid functions. The starting point of the proof for the one hidden layer case is an integral formula