Global Universality of the Two-Layer Neural Network with the k-Rectified Linear Unit

Global Universality of the Two-Layer Neural Network with the k-Rectified Linear Unit

This paper concerns the universality of the two-layer neural network with the k-rectified linear unit activation function with k=1,2,… with a suitable norm without any restriction on the shape of the domain in the real line. This type of result is called global universality, which extends the previo...

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Bibliographic Details
Main Authors: Naoya Hatano, Masahiro Ikeda, Isao Ishikawa, Yoshihiro Sawano
Format: Article
Language:English
Published: Wiley 2024-01-01
Series:Journal of Function Spaces
Online Access:http://dx.doi.org/10.1155/2024/3262798
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