Transportation analysis of denoising autoencoders: a novel method for analyzing deep neural networks

Sho Sonoda, Noboru Murata

The feature map obtained from the denoising autoencoder (DAE) is investigated by determining transportation dynamics of the DAE, which is a cornerstone for deep learning. Despite t…