Structure and Performance of Fully Connected Neural Networks: Emerging Complex Network Properties

29 July 2021

Papers citing "Structure and Performance of Fully Connected Neural Networks: Emerging Complex Network Properties"

5 / 5 papers shown

Title
A physics-aware deep learning model for energy localization in multiscale shock-to-detonation simulations of heterogeneous energetic materials Phong C. H. Nguyen Y. Nguyen P. Seshadri Joseph B. Choi H. Udaykumar Stephen Seung-Yeob Baek AI4CE 11 18 0 08 Nov 2022
Deep Neural Networks as Complex Networks Emanuele La Malfa G. Malfa Claudio Caprioli Giuseppe Nicosia Vito Latora PINN GNN 40 4 0 12 Sep 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks Andrew M. Saxe Shagun Sodhani Sam Lewallen AI4CE 28 34 0 21 Jul 2022
Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks Emanuele La Malfa G. Malfa Giuseppe Nicosia Vito Latora 22 10 0 06 Oct 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 271 2,603 0 04 May 2021