Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks

6 October 2021

Papers citing "Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks"

6 / 6 papers shown

Title
Deep Neural Networks via Complex Network Theory: a Perspective Emanuele La Malfa G. Malfa Giuseppe Nicosia Vito Latora GNN 21 2 0 17 Apr 2024
Dynamical stability and chaos in artificial neural network trajectories along training Kaloyan Danovski Miguel C. Soriano Lucas Lacasa 33 6 0 08 Apr 2024
Deep Neural Networks as Complex Networks Emanuele La Malfa G. Malfa Claudio Caprioli Giuseppe Nicosia Vito Latora PINN GNN 29 4 0 12 Sep 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks Andrew M. Saxe Shagun Sodhani Sam Lewallen AI4CE 25 33 0 21 Jul 2022
Improving Deep Neural Network Random Initialization Through Neuronal Rewiring Leonardo F. S. Scabini B. De Baets Odemir M. Bruno AI4CE 16 6 0 17 Jul 2022
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,233 0 24 Jun 2017