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Paper Citation Record · LEDGER

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task

As of 8 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2507.09897.

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

pith.paper-citation-record.v1
2507.09897 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:51:44.777732Z

measured 20 of 20 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

20 of 20 outbound references displayed

  • verified exact6
  • verified fuzzy4
  • unresolved7
  • parse uncertain1
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8572ba06-49be-49f5-886a-fa58f788f716 · outbound

This paper cites an unresolved cited work.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task Unresolved cited work

Reference 1

Resolution
parse uncertain
raw_fallback, observed 2026-08-06T17:51:45.347465Z

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.

source=pdf_text observed=2026-08-06T17:51:44.756703Z digest=sha256:49e19056c8423b89c35b3008f137e05296f185fa565daf7840be0e1702456860

Observation bd6f675c-d9d8-45ad-a424-169c9cdf914d · outbound

This paper cites an unresolved cited work.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:51:45.337599Z

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.

source=pdf_text observed=2026-08-06T17:51:44.761147Z digest=sha256:ce15a80727122ca9e06cbbb22c95a55ea4ca7327423d6c6dd5358a58043b15f3

Observation c697c1f4-7816-4c37-be41-5f003712b7fb · outbound

This paper cites an unresolved cited work.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:51:45.326362Z

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.

source=pdf_text observed=2026-08-06T17:51:44.765431Z digest=sha256:e8c42c7c66ad2d9e4cbaf99bd8bfc8fe834cd8ed5b1a78499c91cf749e7666a4

Observation be1ec8c2-6b72-406e-a046-d91d04ce66c8 · outbound

This paper cites ISSN: 2640-3498.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task ISSN: 2640-3498

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:51:45.366862Z

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.

source=pdf_text observed=2026-08-06T17:51:44.713532Z digest=sha256:93b755296de1baaa89e586dc762a3eb35a07f22530f39f7d7648684df3ba9c81

Observation 88cde142-5bfc-4994-a575-6740f471615b · outbound

This paper cites On Lazy Training in Differentiable Programming.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task On Lazy Training in Differentiable Programming

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T17:51:44.716758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:51:44.716758Z digest=sha256:fe622e7721c2a12afeb3fd6bb4fb93eb123bdc0a7f6cb465b291e192e3f31f53

Observation 60cc5dd8-d8fa-4a62-85cb-2a9832f545f0 · outbound

This paper cites A recurrent neural network without chaos.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task A recurrent neural network without chaos

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:51:45.028992Z

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.

source=pdf_text observed=2026-08-06T17:51:44.731232Z digest=sha256:be6bb9345e6bc7e5d0d806602f0c228163d58593924e0150ae5a671409cb4123

Observation 6aa87a23-1ade-4412-b63d-d88b69756c73 · outbound

This paper cites The Topology and Geometry of Neural Representations.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task The Topology and Geometry of Neural Representations

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:51:45.014475Z

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.

source=pdf_text observed=2026-08-06T17:51:44.735599Z digest=sha256:cfb29be9e79cf0117a47374c624d482b09209b0075f244d7546d297f050e7808

Observation 1525f72f-d895-45da-b9a8-85657122f463 · outbound

This paper cites ISBN 978-0- 19-514822-0.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task ISBN 978-0- 19-514822-0

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T17:51:44.739888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:51:44.739888Z digest=sha256:7d6bc8f73989f678aa3f8a11aa5ea8ad5c64becf42085275fcfefde6a2c3d18d

Observation 3a97b7dc-8cdf-41a1-9c7d-070759ea9c63 · outbound

This paper cites Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small

Reference 14

Resolution
malformed identifier
no resolver link, observed 2026-08-06T17:51:44.752240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:51:44.752240Z digest=sha256:f7e52041d21504748db6e5f54e99111d756816ab0cc1580ffbef3e1e7ad1ff94

Observation daa7d9de-c21b-4086-b3d0-f14d453bdc09 · outbound

This paper cites x(n) the automaton is said to accept the string x when there exists a sequence of states r(0),.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task x(n) the automaton is said to accept the string x when there exists a sequence of states r(0),

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:51:45.316531Z

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.

source=pdf_text observed=2026-08-06T17:51:44.769573Z digest=sha256:4830b6ef390691e5cf97cb3a8712e499d36ff7af0bfffadbbfea4f49ba01a2e2

Observation 259fca7e-d20f-49f2-9df7-1b371a833d51 · outbound

This paper cites an unresolved cited work.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:51:45.306204Z

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.

source=pdf_text observed=2026-08-06T17:51:44.773626Z digest=sha256:df0a81d4e4e2e24169f431ae5ec3b80ca63ef2db77ea555691b4ee54777df706

Observation 16776209-d77c-48a8-839d-091740c1a256 · outbound

This paper cites an unresolved cited work.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:51:45.296216Z

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.

source=pdf_text observed=2026-08-06T17:51:44.777732Z digest=sha256:c075a687f558c4f8abda88601f13605110c61f1eb05e5a0e6c01d9b9944e006a

Observation 798535c2-e716-4729-9a91-0e17fcf0e15d · outbound

This paper cites The Onset of Variance-Limited Behavior for Networks in the Lazy and Rich Regimes.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task The Onset of Variance-Limited Behavior for Networks in the Lazy and Rich Regimes

Reference 1956

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T17:51:45.193157Z

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.

source=pdf_text observed=2026-08-06T17:51:44.705574Z digest=sha256:b6eaf5f8c80b94c795883cb55281fd77df23b409b73e454c8c9fd270c5a9dace

Observation 7a89f5df-f112-4a57-8f90-739a9f37278d · outbound

This paper cites doi: 10.1016/0893-6080(89) 90020-8.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task doi: 10.1016/0893-6080(89) 90020-8

Reference 1989

Resolution
unresolved
no resolver link, observed 2026-08-06T17:51:44.728046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:51:44.728046Z digest=sha256:938f1ee5f93576774187c6ca8095415c48b37c60202904eea78484178290a0b3

Observation 1f541214-4272-4642-a00d-28672ef9cca2 · outbound

This paper cites doi: 10.1162/neco.1992.4.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task doi: 10.1162/neco.1992.4

Reference 1992

Resolution
verified exact
raw_fallback, observed 2026-08-06T17:51:45.166482Z

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.

source=pdf_text observed=2026-08-06T17:51:44.723744Z digest=sha256:8aab60e18a5099526f0484f273954a8f98785287ba9dc3f5c351e0b0228570b1

Observation f75a21dc-edad-4ddc-8a7c-3a588110cfd6 · outbound

This paper cites ISSN: 2640-3498.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task ISSN: 2640-3498

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:51:45.376809Z

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.

source=pdf_text observed=2026-08-06T17:51:44.709611Z digest=sha256:779892c569999b8e49ba3959c33837df40f46a581d29d81b00f598e951202954

Observation e84a5080-9619-4cf0-92f6-b49a6eff8108 · outbound

This paper cites Driscoll, L.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task Driscoll, L

Reference 2021

Resolution
verified exact
doi, observed 2026-08-06T17:51:45.357545Z

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.

source=pdf_text observed=2026-08-06T17:51:44.720584Z digest=sha256:e10c76ccc3a478ed053a85931ee538f87882e864c6707dbdbef5b8bdb9f36f24

Observation 72cd48b8-66e4-4dc6-b6e7-d63808f165f6 · outbound

This paper cites ISSN: 2640-3498.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task ISSN: 2640-3498

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:51:45.386610Z

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.

source=pdf_text observed=2026-08-06T17:51:44.697487Z digest=sha256:d135b78b68aac8a137cf4db496e77ac5aa92b69f13d5c9ec5703adc239cf4f6e

Observation ce8459ab-5843-46f3-9328-9cd570057301 · outbound

This paper cites an unresolved cited work.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task Unresolved cited work

Reference 2024

Resolution
verified exact
raw_fallback, observed 2026-08-06T17:51:45.283546Z

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.

source=pdf_text observed=2026-08-06T17:51:44.702034Z digest=sha256:35cdd1733552b329ebda9cb708516db5e745cbd7e7829ae7ad666ec215dd2361

Observation 67b6436e-e21e-440a-930b-ddf069db5645 · outbound

This paper cites Tino, P., Horne, W., Giles, C., and Collingwood, P.

Algorithm Development in Neural Networks: Insights from the Streaming Parity Task Tino, P., Horne, W., Giles, C., and Collingwood, P

Reference 6474

Resolution
verified exact
raw_fallback, observed 2026-08-06T17:51:44.914548Z

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.

source=pdf_text observed=2026-08-06T17:51:44.743359Z digest=sha256:c10e59ff041870bb8bf24069fe1309e240b2303a97717a2fe0ff6b65fddd5573

Pith citing papers

No inbound Pith citation observations are available.