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Paper Citation Record · LEDGER

Dynamical Isometry and a Mean Field Theory of LSTMs and GRUs

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:1901.08987.

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

pith.paper-citation-record.v1
1901.08987 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:43:14.023204Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-18T22:56:53.067196Z

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 1d4bea73-5254-455d-b1bf-64ab724e0b74 · inbound

Adversarial Training from Mean Field Perspective cites this paper.

Adversarial Training from Mean Field Perspective Dynamical Isometry and a Mean Field Theory of LSTMs and GRUs

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T15:43:14.023204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:43:14.023204Z digest=sha256:ddb860052da2c460401c0aa5d50dda49361f1373ac18985af6307a81799eca70

Observation 57bc73b2-90e3-4779-bbee-8ca1a62ef248 · inbound

Revisiting Glorot Initialization for Long-Range Linear Recurrences cites this paper.

Revisiting Glorot Initialization for Long-Range Linear Recurrences Dynamical Isometry and a Mean Field Theory of LSTMs and GRUs

Reference 2001

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:08.922097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:14:08.922097Z digest=sha256:2a75307a857578af0c70ccb9ac7b12fab7193585a1b1beba110c9fff334c15fa

Observation 8dd79e26-8867-4b9f-aabd-89214dd38094 · inbound

Time-Scale Coupling Between States and Parameters in Recurrent Neural Networks cites this paper.

Time-Scale Coupling Between States and Parameters in Recurrent Neural Networks Dynamical Isometry and a Mean Field Theory of LSTMs and GRUs

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-05-18T22:56:53.069687Z

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=pdf_text observed=2026-05-18T22:55:08.245141Z digest=sha256:cc395d9481352c516bc19e6f065e42a017e8e2284ba02ba68b2fae04074d1fea

Observation 176f3dcf-9b36-4f0b-97c9-54cb802917f2 · inbound

How Long Does Infinite Width Last? Signal Propagation in Long-Range Linear Recurrences cites this paper.

How Long Does Infinite Width Last? Signal Propagation in Long-Range Linear Recurrences Dynamical Isometry and a Mean Field Theory of LSTMs and GRUs

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:06:06.141668Z

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=pdf_text observed=2026-05-08T17:52:21.272304Z digest=sha256:c62df0d08b69a2e81d3d836b1924a115bf3f17fec3f9ca7f5df506157ddbb50c