On the growth of the parameters of approximating ReLU neural networks
arXiv:2406.14936v2 Announce Type: replace Abstract: This work focuses on the analysis of fully connected feed forward ReLU neural networks as they approximate a given, smooth function. In contrast to conventionally studied universal approximation properties under increasing architectures, e.g., in…
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- 2026-11-04 05:00 · arXiv cs.LG
On the growth of the parameters of approximating ReLU neural networks