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ReLU Neural Networks, Polyhedral Decompositions, and Persistent Homolog

ReLU Neural Networks, Polyhedral Decompositions, and Persistent Homolog

30 June 2023
Yajing Liu
Christina Cole
C. Peterson
Michael Kirby
ArXiv (abs)PDFHTML

Papers citing "ReLU Neural Networks, Polyhedral Decompositions, and Persistent Homolog"

6 / 6 papers shown
Topological Signatures of ReLU Neural Network Activation Patterns
Topological Signatures of ReLU Neural Network Activation Patterns
Vicente Bosca
Tatum Rask
Sunia Tanweer
Andrew R. Tawfeek
Branden Stone
100
0
0
14 Oct 2025
A Quotient Homology Theory of Representation in Neural Networks
A Quotient Homology Theory of Representation in Neural Networks
Kosio Beshkov
542
0
0
03 Feb 2025
A rank decomposition for the topological classification of neural
  representations
A rank decomposition for the topological classification of neural representations
Kosio Beshkov
Gaute T. Einevoll
445
1
0
30 Apr 2024
Defining Neural Network Architecture through Polytope Structures of
  Dataset
Defining Neural Network Architecture through Polytope Structures of Dataset
Sangmin Lee
Abbas Mammadov
Jong Chul Ye
403
1
0
04 Feb 2024
Piecewise Polynomial Regression of Tame Functions via Integer
  Programming
Piecewise Polynomial Regression of Tame Functions via Integer Programming
Gilles Bareilles
Johannes Aspman
Jiri Nemecek
Georgios Korpas
270
3
0
22 Nov 2023
Locally Linear Attributes of ReLU Neural Networks
Locally Linear Attributes of ReLU Neural Networks
Benjamin Sattelberg
R. Cavalieri
Michael Kirby
C. Peterson
Ross Beveridge
FAtt
172
14
0
30 Nov 2020
1
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