A Topological Framework for Deep Learning

31 August 2020

Papers citing "A Topological Framework for Deep Learning"

5 / 5 papers shown

Title
Defining Neural Network Architecture through Polytope Structures of Dataset Sangmin Lee Abbas Mammadov Jong Chul Ye 93 1 0 04 Feb 2024
Topological Expressivity of ReLU Neural Networks Ekin Ergen Moritz Grillo 103 5 0 17 Oct 2023
Data Topology-Dependent Upper Bounds of Neural Network Widths Sangmin Lee Jong Chul Ye 70 1 0 25 May 2023
Singular value decomposition based matrix surgery Jehan Ghafuri S. Jassim 18 0 0 22 Feb 2023
Topological Deep Learning: Classification Neural Networks Mustafa Hajij Kyle Istvan 53 5 0 16 Feb 2021