Layer-Wise Interpretation of Deep Neural Networks Using Identity Initialization

Shohei Kubota, Hideaki Hayashi, Tomohiro Hayase +1

The interpretability of neural networks (NNs) is a challenging but essential topic for transparency in the decision-making process using machine learning. One of the reasons for th…