Paper Citation Record · LEDGER

A Synthesizable RTL Implementation of Predictive Coding Networks

As of 31 July 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2603.18066.

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

pith.paper-citation-record.v1
2603.18066 v2

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T09:27:18.005029Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-31T06:34:12.847434+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

14 of 14 outbound references displayed

verified exact3
verified fuzzy9
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ab02b2d6-3ab5-46c2-8962-6e5b4ea499ee · outbound

This paper cites an unresolved cited work.

A Synthesizable RTL Implementation of Predictive Coding Networks Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-15T09:29:54.576054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 33c25e8c-76ce-4248-bd84-10d96b4be9fa · outbound

This paper cites A theory of cortical responses.Philosophical transactions of the Royal Society B: Biological sciences, 360(1456):815–836.

A Synthesizable RTL Implementation of Predictive Coding Networks A theory of cortical responses.Philosophical transactions of the Royal Society B: Biological sciences, 360(1456):815–836

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T09:29:54.572540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 0329c94d-3ff1-4c22-ae2c-fc115121c0cf · outbound

This paper cites The free-energy principle: a rough guide to the brain?Trends in cognitive sciences, 13(7):293–301.

A Synthesizable RTL Implementation of Predictive Coding Networks The free-energy principle: a rough guide to the brain?Trends in cognitive sciences, 13(7):293–301

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T09:29:54.570777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 22115817-2bc8-4279-9da9-031d0e0c09a0 · outbound

This paper cites TheSpiNNaker project.Proceedings of the IEEE, 102(5):652–665.

A Synthesizable RTL Implementation of Predictive Coding Networks TheSpiNNaker project.Proceedings of the IEEE, 102(5):652–665

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T09:29:54.574382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation c08bcf0a-34e8-4441-90a3-c5ae8859ebf0 · outbound

This paper cites The Forward-Forward Algorithm: Some Preliminary Investigations.

A Synthesizable RTL Implementation of Predictive Coding Networks The Forward-Forward Algorithm: Some Preliminary Investigations

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T09:29:54.037033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation db7f26c8-add2-46aa-b51b-5ec1e10afdf8 · outbound

This paper cites On the Global Convergence of (Fast) Incremental Expectation Maximization Methods.

A Synthesizable RTL Implementation of Predictive Coding Networks On the Global Convergence of (Fast) Incremental Expectation Maximization Methods

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-15T09:29:54.042848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 1a319d66-779a-4997-baf4-f121c2ef101b · outbound

This paper cites Backpropagation and the brain.Nature Reviews Neuroscience, 21(6):335–346.

A Synthesizable RTL Implementation of Predictive Coding Networks Backpropagation and the brain.Nature Reviews Neuroscience, 21(6):335–346

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T09:29:54.579928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 54db2749-3013-4433-b81f-ad50e926573d · outbound

This paper cites Moravec.Mind Children: The Future of Robot and Human Intelligence.

A Synthesizable RTL Implementation of Predictive Coding Networks Moravec.Mind Children: The Future of Robot and Human Intelligence

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T09:29:54.566638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 2e8e9607-4f9b-48b2-ab78-b623770c575a · outbound

This paper cites A view of the em algorithm that justifies incremental, sparse, and other variants.Learning in graphical models, pages 355–368.

A Synthesizable RTL Implementation of Predictive Coding Networks A view of the em algorithm that justifies incremental, sparse, and other variants.Learning in graphical models, pages 355–368

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T09:29:54.568874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 3a639858-bb78-459d-b1f4-596cfe47c7ea · outbound

This paper cites Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects.Nature neuroscience, 2(1):79– 87.

A Synthesizable RTL Implementation of Predictive Coding Networks Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects.Nature neuroscience, 2(1):79– 87

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T09:29:54.578084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 129bfb15-0127-4bb3-80a4-70f7c28078b5 · outbound

This paper cites Learning representations by back-propagating errors.Nature, 323(6088):533–536.

A Synthesizable RTL Implementation of Predictive Coding Networks Learning representations by back-propagating errors.Nature, 323(6088):533–536

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T09:29:54.564784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation 29b28aa1-2c28-4d13-ac6c-23a8f4415104 · outbound

This paper cites A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks.

A Synthesizable RTL Implementation of Predictive Coding Networks A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-15T09:29:54.031738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation cfe2740c-e6f6-49df-a56c-0259f6345ea4 · outbound

This paper cites Petrovici, Stefan Schiefer, Stefan Scholze, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, Christian Mayr, Johannes Schemmel, and Karlheinz Meier.

A Synthesizable RTL Implementation of Predictive Coding Networks Petrovici, Stefan Schiefer, Stefan Scholze, Bernhard Vogginger, Robert Legenstein, Wolfgang Maass, Christian Mayr, Johannes Schemmel, and Karlheinz Meier

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T09:29:54.561051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Observation d7df921f-4ee0-4368-9aab-7368e0a0f043 · outbound

This paper cites an unresolved cited work.

A Synthesizable RTL Implementation of Predictive Coding Networks Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-15T09:29:54.562889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.

Pith citing papers

No inbound Pith citation observations are available.