Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks

Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia +1

In this paper, we interpret Deep Neural Networks with Complex Network Theory. Complex Network Theory (CNT) represents Deep Neural Networks (DNNs) as directed weighted graphs to stu…