Analysis of function approximation and stability of general DNNs in directed acyclic graphs using un-rectifying analysis

Wen-Liang Hwang, Shih-Shuo Tung

A general lack of understanding pertaining to deep feedforward neural networks (DNNs) can be attributed partly to a lack of tools with which to analyze the composition of non-linea…