Paper Citation Record · LEDGER

Latent Space Topology Evolution in Multilayer Perceptrons

As of 8 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2506.01569.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.01569 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:48:13.565516Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

23 of 23 outbound references displayed

verified exact0
verified fuzzy17
unresolved6
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 03ebe9e0-3c6d-4af3-a758-6d54fadf2903 · outbound

This paper cites Campos and J.

Latent Space Topology Evolution in Multilayer Perceptrons Campos and J

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:48:12.285069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ebf6be9-4622-4064-9655-5cbea919f7cf · outbound

This paper cites Stability of persistence dia- grams.

Latent Space Topology Evolution in Multilayer Perceptrons Stability of persistence dia- grams

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:15.786322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2d87610-d921-423e-a911-91aa16ffade0 · outbound

This paper cites Dey, Facundo Mémoli, and Yusu Wang.

Latent Space Topology Evolution in Multilayer Perceptrons Dey, Facundo Mémoli, and Yusu Wang

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:15.639404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f2f8ec0c-b732-45d6-a260-cafc5b31013d · outbound

This paper cites Computational Topology for Data Analysis.

Latent Space Topology Evolution in Multilayer Perceptrons Computational Topology for Data Analysis

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:15.493539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bb196c93-4b6f-45bd-84a0-e17709ce50eb · outbound

This paper cites Computational Topology - an Introduction.

Latent Space Topology Evolution in Multilayer Perceptrons Computational Topology - an Introduction

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:15.378766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a5af645c-7e2c-4e18-a0be-ae63a59cfe03 · outbound

This paper cites Elisenda Grigsby and Kathryn Lindsey.

Latent Space Topology Evolution in Multilayer Perceptrons Elisenda Grigsby and Kathryn Lindsey

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:15.281540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ec9697e1-8c89-4699-be9f-8be5b3aeba60 · outbound

This paper cites Algebraic Topology.

Latent Space Topology Evolution in Multilayer Perceptrons Algebraic Topology

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:48:12.487289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dd8505e-c2ea-4fbe-8f92-32469570e50e · outbound

This paper cites Deep, skinny neural networks are not universal approximators, 2018.

Latent Space Topology Evolution in Multilayer Perceptrons Deep, skinny neural networks are not universal approximators, 2018

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:15.203281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9cee7b02-692a-40cf-9a1c-17a2bfacc9eb · outbound

This paper cites Barcodes of towers and a streaming algorithm for persistent homology.

Latent Space Topology Evolution in Multilayer Perceptrons Barcodes of towers and a streaming algorithm for persistent homology

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:15.115226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1e56b7dd-5100-4bc1-bbab-da475474358a · outbound

This paper cites Topological uncertainty: Monitoring trained neural networks through persistence of activation graphs, 2021.

Latent Space Topology Evolution in Multilayer Perceptrons Topological uncertainty: Monitoring trained neural networks through persistence of activation graphs, 2021

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:15.025244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d931aa9-d8d4-415c-ba6c-d635c43eb631 · outbound

This paper cites Defining neural network architecture through polytope structures of datasets.

Latent Space Topology Evolution in Multilayer Perceptrons Defining neural network architecture through polytope structures of datasets

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:14.928376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5704478a-4291-40ed-9815-87e5b0ff5e81 · outbound

This paper cites Data topology-dependent upper bounds of neural network widths, 2023.

Latent Space Topology Evolution in Multilayer Perceptrons Data topology-dependent upper bounds of neural network widths, 2023

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:14.836592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b3e38b4d-5852-4998-946f-3bd21d23c7aa · outbound

This paper cites A unified approach to interpreting model predictions.

Latent Space Topology Evolution in Multilayer Perceptrons A unified approach to interpreting model predictions

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:48:12.879657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 406c9bae-a1e4-4e33-93ab-5ce6b11cb993 · outbound

This paper cites A comprehensive review of the mapper algorithm, a topological data analysis technique, and its applications across various fields (2007-2025), 2025.

Latent Space Topology Evolution in Multilayer Perceptrons A comprehensive review of the mapper algorithm, a topological data analysis technique, and its applications across various fields (2007-2025), 2025

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:14.659632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4408ebeb-b52c-420f-b5fa-775ef3c21d19 · outbound

This paper cites Layer-Wise Relevance Propagation: An Overview , pages 193–209.

Latent Space Topology Evolution in Multilayer Perceptrons Layer-Wise Relevance Propagation: An Overview , pages 193–209

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:14.588462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ed1782c-4e0c-4b5a-a601-928c0c06e614 · outbound

This paper cites Topology of deep neural networks.

Latent Space Topology Evolution in Multilayer Perceptrons Topology of deep neural networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:48:13.096977Z

Source-reported events for the cited work

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Observation 3736c385-3502-4436-8636-2fda1c169e7e · outbound

This paper cites an unresolved cited work.

Latent Space Topology Evolution in Multilayer Perceptrons Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:14.435059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 87b731d2-c73c-40db-a291-d3baa60af4c7 · outbound

This paper cites why should I trust you?.

Latent Space Topology Evolution in Multilayer Perceptrons why should I trust you?

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:14.328303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1d49c722-c237-414f-acf1-bd455013131d · outbound

This paper cites Machine learning explanations with topological data analysis.

Latent Space Topology Evolution in Multilayer Perceptrons Machine learning explanations with topological data analysis

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:14.223039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 76a6c88f-caf8-48b4-abc0-e6af344caa17 · outbound

This paper cites Topological methods for the analysis of high dimensional data sets and 3d object recognition, 2007.

Latent Space Topology Evolution in Multilayer Perceptrons Topological methods for the analysis of high dimensional data sets and 3d object recognition, 2007

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:14.119884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8caf1aae-a9b7-4afb-81fd-de3d319160fd · outbound

This paper cites Suresh, B.

Latent Space Topology Evolution in Multilayer Perceptrons Suresh, B

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:14.016872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bcca5019-fd72-4cd3-8c1d-ae3109139882 · outbound

This paper cites GUDHI User and Reference Manual.

Latent Space Topology Evolution in Multilayer Perceptrons GUDHI User and Reference Manual

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:13.853138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0d51a36e-8f37-4304-b2c2-1e2cf2ea6384 · outbound

This paper cites an unresolved cited work.

Latent Space Topology Evolution in Multilayer Perceptrons Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:13.732115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.