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most citedTopological Data Analysis for Neural Network Analysis: A Comprehensive Survey

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physics.soc-ph2025

Chordless cycle filtrations for dimensionality detection in complex networks via topological data analysis

Aina Ferrà Marcús, Robert Jankowski, Meritxell Vila Miñana +2

Many complex networks, ranging from social to biological systems, exhibit structural patterns consistent with an underlying hyperbolic geometry. Revealing the dimensionality of thi…