Paper Citation Record · LEDGER

Scaling Laws for Associative Memories

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2310.02984.

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

pith.paper-citation-record.v1
2310.02984 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:31:19.171471Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T23:10:44.860801Z

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 b81b91af-df0c-4091-a82e-b4c499256fed · inbound

The Features at Convergence Theorem: a first-principles alternative to the Neural Feature Ansatz for how networks learn representations cites this paper.

The Features at Convergence Theorem: a first-principles alternative to the Neural Feature Ansatz for how networks learn representations Scaling Laws for Associative Memories

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:31:19.171471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3e4f27d-6cd1-488b-ac03-dc1803f1a87a · inbound

Provable Knowledge Acquisition and Extraction in One-Layer Transformers cites this paper.

Provable Knowledge Acquisition and Extraction in One-Layer Transformers Scaling Laws for Associative Memories

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-21T23:10:44.862743Z

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.

Observation a31b80b2-5637-44a4-b8dc-16a9dfbc3ce1 · inbound

From Zipf's Law to Neural Scaling through Heaps' Law and Hilberg's Hypothesis cites this paper.

From Zipf's Law to Neural Scaling through Heaps' Law and Hilberg's Hypothesis Scaling Laws for Associative Memories

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T16:34:33.084703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f65800a-3e51-44f0-8c5c-5c7099804397 · inbound

Muon in Associative Memory Learning: Training Dynamics and Scaling Laws cites this paper.

Muon in Associative Memory Learning: Training Dynamics and Scaling Laws Scaling Laws for Associative Memories

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T04:14:13.432391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b9f30fd-ad69-4e47-b955-19eea330bd0c · inbound

Sharp Capacity Thresholds in Linear Associative Memory: From Winner-Take-All to Listwise Retrieval cites this paper.

Sharp Capacity Thresholds in Linear Associative Memory: From Winner-Take-All to Listwise Retrieval Scaling Laws for Associative Memories

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T18:16:09.982062Z

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.

Observation 2471482c-4825-4f4d-a37f-772602908ce0 · inbound

Extending LLM Context via Associative Recurrent Memory cites this paper.

Extending LLM Context via Associative Recurrent Memory Scaling Laws for Associative Memories

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-14T04:23:21.000846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.