Interpreting Deep Learning by Establishing a Rigorous Corresponding Relationship with Renormalization Group

Fuzhou Gong, Zigeng Xia

In this paper, we focus on the interpretability of deep neural network. Our work is motivated by the renormalization group (RG) in statistical mechanics. RG plays the role of a bri…