4.7 Article

Universal Function Approximation by Deep Neural Nets with Bounded Width and ReLU Activations

Related references

Note: Only part of the references are listed.
Article Physics, Mathematical

Why Does Deep and Cheap Learning Work So Well?

Henry W. Lin et al.

JOURNAL OF STATISTICAL PHYSICS (2017)

Article Computer Science, Artificial Intelligence

Error bounds for approximations with deep ReLU networks

Dmitry Yarotsky

NEURAL NETWORKS (2017)

Article Mathematics, Applied

Deep vs. shallow networks: An approximation theory perspective

H. N. Mhaskar et al.

ANALYSIS AND APPLICATIONS (2016)

Article Computer Science, Artificial Intelligence

A combinatorial necessary and sufficient condition for cluster consensus

Yilun Shang

NEUROCOMPUTING (2016)

Review Multidisciplinary Sciences

Deep learning

Yann LeCun et al.

NATURE (2015)