Emergence of Network Motifs in Deep Neural Networks

27 December 2019

Papers citing "Emergence of Network Motifs in Deep Neural Networks"

9 / 9 papers shown

Title
Self-similarity Analysis in Deep Neural Networks Jingyi Ding Chengwen Qi Hongfei Wang J. Wu Licheng Jiao Yuwei Guo Jian Gao 55 0 0 23 Jul 2025
Deep Neural Networks via Complex Network Theory: a Perspective Emanuele La Malfa G. Malfa Giuseppe Nicosia Vito Latora GNN 89 3 0 17 Apr 2024
Graph-based methods coupled with specific distributional distances for adversarial attack detection dwight nwaigwe Lucrezia Carboni Martial Mermillod Sophie Achard M. Dojat AAML 93 4 0 31 May 2023
Deep Neural Networks as Complex Networks Emanuele La Malfa G. Malfa Claudio Caprioli Giuseppe Nicosia Vito Latora PINN GNN 88 4 0 12 Sep 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks Andrew M. Saxe Shagun Sodhani Sam Lewallen AI4CE 114 43 0 21 Jul 2022
Improving Deep Neural Network Random Initialization Through Neuronal Rewiring Leonardo F. S. Scabini B. De Baets Odemir M. Bruno AI4CE 113 8 0 17 Jul 2022
A developmental approach for training deep belief networks Matteo Zambra Alberto Testolin Marco Zorzi 40 14 0 12 Jul 2022
Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks Emanuele La Malfa G. Malfa Giuseppe Nicosia Vito Latora 77 13 0 06 Oct 2021
Structure and Performance of Fully Connected Neural Networks: Emerging Complex Network Properties Leonardo F. S. Scabini Odemir M. Bruno GNN 59 65 0 29 Jul 2021