2020年
A global universality of two-layer neural networks with ReLU activations.
CoRR
- ,
- ,
- ,
- 巻
- abs/2011.10225
- 号
- 開始ページ
- 1
- 終了ページ
- 3
- 記述言語
- 掲載種別
- 研究論文(学術雑誌)
- DOI
- 10.1155/2021/6637220
- 出版者・発行元
- Hindawi Limited
In the present study, we investigate a universality of neural networks, which concerns a density of the set of two-layer neural networks in function spaces. There are many works that handle the convergence over compact sets. In the present paper, we consider a global convergence by introducing a norm suitably, so that our results will be uniform over any compact set.
- リンク情報
- ID情報
-
- DOI : 10.1155/2021/6637220
- ISSN : 2314-8896
- eISSN : 2314-8888
- DBLP ID : journals/corr/abs-2011-10225
- ORCIDのPut Code : 100126905