Functional Network: A Novel Framework for Interpretability of Deep Neural Networks

Ben Zhang, Zhetong Dong, Junsong Zhang +1

The layered structure of deep neural networks hinders the use of numerous analysis tools and thus the development of its interpretability. Inspired by the success of functional bra…