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Y. Sawano

Publications and source records attributed to Y. Sawano.

3 recordsLinked to original sources
arXiv2022

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 $k=1,2,\ldots$ with a suitable norm without any restriction on the shape of the domain. This type of result is called global universality, which extends the previous result for $k=1$ by the present authors. This paper covers $k$-sigmoidal functions as an application of the fundamental result on $k$-rectified linear unit functions.

math.FA↗
arXiv2017

Complex interpolation of smoothness Triebel-Lizorkin-Morrey spaces

This paper extends the result in \cite{HNS15} to Triebel-Lizorkin-Morrey spaces which contains $4$ parameters $p,q,r,s$. This paper reinforces our earlier paper \cite{HNS15} by Nakamura, the first and the third authors in two different directions. First, we include the smoothness parameter $s$ and the second smoothness parameter $r$. In \cite{HNS15} we assumed $s=0$ and $r=2$. Here we relax the conditions on $s$ and $r$ to $s \in {\mathbb R}$ and $1 < r \le \infty$. Second, we apply a formula obtained by Bergh in 1978 to prove our main theorem without using the underlying sequence spaces.

math.FA↗