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Topological Data Analysis for Arrhythmia Detection through Modular Neural Networks

Topological Data Analysis for Arrhythmia Detection through Modular Neural Networks

Meryll Dindin
Yuhei Umeda
Frédéric Chazal
ArXiv (abs)PDFHTML

Papers citing "Topological Data Analysis for Arrhythmia Detection through Modular Neural Networks"

6 / 6 papers shown
Title
Data analysis using discrete cubical homology
Data analysis using discrete cubical homology
Chris Kapulkin
Nathan Kershaw
20
0
0
17 Jun 2025
Diffeomorphic interpolation for efficient persistence-based topological optimization
Diffeomorphic interpolation for efficient persistence-based topological optimization
Mathieu Carrière
Marc Theveneau
Théo Lacombe
58
1
0
29 May 2024
Importance attribution in neural networks by means of persistence landscapes of time series
Importance attribution in neural networks by means of persistence landscapes of time series
Aina Ferrà
Carles Casacuberta
O. Pujol
AI4TS
70
4
0
06 Feb 2023
Activation Landscapes as a Topological Summary of Neural Network Performance
Activation Landscapes as a Topological Summary of Neural Network Performance
Matthew Wheeler
Jose J. Bouza
Peter Bubenik
73
19
0
19 Oct 2021
Bayesian Topological Learning for Brain State Classification
Bayesian Topological Learning for Brain State Classification
Farzana Nasrin
Christopher Oballe
D. Boothe
Vasileios Maroulas
BDL
24
16
0
18 Dec 2019
An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists
An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists
Frédéric Chazal
Bertrand Michel
113
598
0
11 Oct 2017

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