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Paper Citation Record · LEDGER

Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1806.05394.

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

pith.paper-citation-record.v1
1806.05394 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:49:13.855279Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T17:49:14.263362Z

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 dadf0c0f-21f2-4a84-8e10-f949d2f9d0ca · inbound

Chaos in reason: How chain-of-thought LLMs can look for an answer cites this paper.

Chaos in reason: How chain-of-thought LLMs can look for an answer Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T01:11:34.108070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:11:34.108070Z digest=sha256:cc0aafb5167ef433bf38fdcea64275ee8e47c8b902407469c28dff9fcdea1e0c

Observation 63d3ac17-38b1-4c15-ab94-6cd3da497dc7 · inbound

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure cites this paper.

Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks

Reference 12

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T17:49:14.266168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-11T17:49:13.855279Z digest=sha256:93d6c231888e94a0d60f012aed7e6d5777a5efff98437446fbd0d47bce019d01