Scale-invariant Feature Extraction of Neural Network and Renormalization Group Flow

Satoshi Iso, Shotaro Shiba, Sumito Yokoo

Theoretical understanding of how deep neural network (DNN) extracts features from input images is still unclear, but it is widely believed that the extraction is performed hierarch…