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Paper Citation Record · LEDGER

From Propagator to Oscillator: The Dual Role of Symmetric Differential Equations in Neural Systems

As of 20 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 0 inbound Pith citation observations for arXiv:2507.22916.

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

pith.paper-citation-record.v1
2507.22916 v1

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:48:43.180719Z

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

6 of 6 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 25f751e6-fba6-4d90-9082-3f6b04ab6cda · outbound

This paper cites an unresolved cited work.

From Propagator to Oscillator: The Dual Role of Symmetric Differential Equations in Neural Systems Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:44.327253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:48:42.591312Z digest=sha256:88a946ca097358d81ae7dbd5e5f7c27adbb6d7157712c10fbadfbc25a2bdbd68

Observation ec66eb1e-3780-4b2c-8593-cf3e9505c3bb · outbound

This paper cites However, classical mode ls such as the Hodgkin-Huxley (HH) system[12], despite their biological fidelity, are often too complex to be deployed at scale.

From Propagator to Oscillator: The Dual Role of Symmetric Differential Equations in Neural Systems However, classical mode ls such as the Hodgkin-Huxley (HH) system[12], despite their biological fidelity, are often too complex to be deployed at scale

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:48:44.102292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:48:42.739725Z digest=sha256:62dd734f6573f032109dfebc7904b79f57ffac62189ea58aab1e46afa522f93d

Observation 5fa83d65-9bc9-4ef2-9f73-54506b407d49 · outbound

This paper cites Fixed points provide an intuitive geometric interpretation of equilibrium or steady-state solutions of differential equations.

From Propagator to Oscillator: The Dual Role of Symmetric Differential Equations in Neural Systems Fixed points provide an intuitive geometric interpretation of equilibrium or steady-state solutions of differential equations

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:48:43.866011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:48:42.832397Z digest=sha256:5bc8a39599c328d4a81285cf2176ab0d423a8a4aaeeecbccc3b966eda5de2041

Observation 03cf8f14-5850-42a9-8a80-750efbc79e01 · outbound

This paper cites On -road Energy.

From Propagator to Oscillator: The Dual Role of Symmetric Differential Equations in Neural Systems On -road Energy

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:48:43.611308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:48:42.951728Z digest=sha256:90d33197b2040651c9bb04dbe966f7fd6033f347b4f556fdf75e4ad4931e35da

Observation d88ea417-a9ee-420b-83fd-832e7eb26fff · outbound

This paper cites The Computational Limits of Deep Learning.

From Propagator to Oscillator: The Dual Role of Symmetric Differential Equations in Neural Systems The Computational Limits of Deep Learning

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:43.070761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:43.070761Z digest=sha256:2792eaf91d6ecc3fa8efddbfaaafc6c2d79a30cefa5d913f16d36b2f49e39b98

Observation 89aa14dc-9ab7-47ab-b944-a8d2fe57e408 · outbound

This paper cites A Neural Network Training Method Based on Neuron Connection Coefficient Adjustments.

From Propagator to Oscillator: The Dual Role of Symmetric Differential Equations in Neural Systems A Neural Network Training Method Based on Neuron Connection Coefficient Adjustments

Reference 2025

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:48:43.405180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T15:48:43.180719Z digest=sha256:f033830f6fff1df23c609e26982682ea5b098d81755e9101f5c5839b76e797e4

Pith citing papers

No inbound Pith citation observations are available.