4.8 Article

Theoretical issues in deep networks

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Multidisciplinary Sciences

Complexity control by gradient descent in deep networks

Tomaso Poggio et al.

NATURE COMMUNICATIONS (2020)

Article Computer Science, Artificial Intelligence

Optimal approximation of piecewise smooth functions using deep ReLU neural networks

Philipp Petersen et al.

NEURAL NETWORKS (2018)

Article Computer Science, Artificial Intelligence

Error bounds for approximations with deep ReLU networks

Dmitry Yarotsky

NEURAL NETWORKS (2017)

Review Automation & Control Systems

Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review

Tomaso Poggio et al.

INTERNATIONAL JOURNAL OF AUTOMATION AND COMPUTING (2017)

Article Mathematics, Applied

Deep vs. shallow networks: An approximation theory perspective

H. N. Mhaskar et al.

ANALYSIS AND APPLICATIONS (2016)