Nonlinear Weighted Directed Acyclic Graph and A Priori Estimates for Neural Networks

Yuqing Li, Tao Luo, Chao Ma

In an attempt to better understand structural benefits and generalization power of deep neural networks, we firstly present a novel graph theoretical formulation of neural network…