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Paper Citation Record · LEDGER

Network Dynamics-Based Framework for Understanding Deep Neural Networks

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2501.02436.

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

pith.paper-citation-record.v1
2501.02436 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T12:43:49.628082Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T12:46:24.296009Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 88ae6282-14af-4832-9a6f-ca301f364a0f · inbound

Emergent Slow Thinking in LLMs as Inverse Tree Freezing cites this paper.

Emergent Slow Thinking in LLMs as Inverse Tree Freezing Network Dynamics-Based Framework for Understanding Deep Neural Networks

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-09T01:19:34.836589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-18T12:43:49.628082Z digest=sha256:3d148f3c379beb0844f7e94d45f0f861c321f6461c2b3587a97b917bbee7ac51