Capacity & Theoretical Foundation — Weblinks

8 links

Type

Site

Neural Network Basics › Capacity & Theoretical Foundation 4 terms

Network Depth 2 links

Network Width 2 links

A The Expressive Power of Neural Networks: A View from the Width (Lu et al., 2017) Pap…
A Wide Residual Networks (Zagoruyko & Komodakis, 2016) — trading depth for width Pap…

Parameter Count 2 links

L Number of Parameters and Tensor Sizes in a Convolutional Neural Network (LearnOpenCV) Art…
K Keras Model.summary() documentation (prints layers and parameter counts) Docs

Universal Approximation Theorem 2 links

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