Function approximation by deep networks
© 2020 American Institute of Mathematical Sciences. All rights reserved. We show that deep networks are better than shallow networks at approximating functions that can be expressed as a composition of functions described by a directed acyclic graph, because the deep networks can be designed to have...
| Main Authors: | , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
American Institute of Mathematical Sciences (AIMS),
2021-12-02T21:29:16Z.
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| Subjects: | |
| Online Access: | Get fulltext |