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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.756703Z digest=sha256:7e4cdb251ced3bee135deff2d088026f84bd591c5b43a00559fb212530c2e7eb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.761147Z digest=sha256:7cd85e2a0c8c986b5aab936b4c0fac321ebb208adedc67305194870026fa1c3e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.765431Z digest=sha256:e9d5d67a6495bdc2465145ed2f16ce2c9555c18c81c638ebe94ecb3bdb6e9d45

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.713532Z digest=sha256:d8dea0bf36199fc1e100444ebdde6963026f782454f91f88c88f85c25d979ffa

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:ce5429846897b776a908b3d49fc8f7ed4dfaa6f76738edc471328ae0f8a128fe

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.731232Z digest=sha256:6683d54c3510442dd7bf3ef3ef07c360396b47d5db89f33c3ff06565da4607be

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.735599Z digest=sha256:dc4c4c5b4b441688ca34ce59aa20336f31a47199353e1f365ebcc646cdf9ecc8

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=sha256:3dbe44be362988224c9997ad3e841eaf69b7945c1224e44a6a415932f2c58299

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=sha256:98d141b2ecf6443076ecf9b24656e5bd5654c9b1f1a1421782e2309d97f4ea6b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.769573Z digest=sha256:868dfc69e6b8a2194847eb7741dd2cee6c6753f5fe5db9aec2e349c811861567

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.773626Z digest=sha256:fca407312166f6d2a6a1354824443b08b5e16cee2706519d5ff1ed8ce38db0a7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.777732Z digest=sha256:8180fc262e286cd68ae29ceadd3e573e1a6ac49bcda50e5ca6c7cd62b8fd8fd0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.705574Z digest=sha256:0dba3c15472822822ed33b2909192927f0b019c76542dca39b7efd4a6e527baa

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:d14445c81e38bbce680ea42e38b047ad9f9a752e1d38f483c78d3e5713e5a5ac

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.723744Z digest=sha256:8b62773c66221c4c9f4287e2c5846022a6c2a60a60470b2d0bb5b1f68964739e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.709611Z digest=sha256:d0c65d536d88271b3f7f6bc9af6da90ea5b8af4b99d34972040a9eb656fb5656

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.720584Z digest=sha256:5c637f0d5c7b74d109b36ef6fc85dea872d0cf15a0b7ac2864a260162b2d93b1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.697487Z digest=sha256:25f62ff4234c13f95233e3eb214cf6fb698e534adf678d3e3764339c4e99246a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.702034Z digest=sha256:e91ac527f2879a5b9e3b8773315b24adbeb74cb02542e85bbb9be09d43f550b4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T17:51:44.743359Z digest=sha256:3040a1de11cbeb69dd7dbff9a90c3b0979afcb349aa0d2aa2c6034a70e36884d

Pith citing papers

No inbound Pith citation observations are available.