Paper Citation Record · LEDGER

Fast Clifford Neural Layers

As of 10 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2507.01040.

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

pith.paper-citation-record.v1
2507.01040 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:27:45.246423Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:27:43.968692Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T23:27:45.304046Z

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy12
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 23cb6937-6471-4134-9590-a03418bc5dad · outbound

This paper cites [2] [3] However, the exist- ing implementation by Microsoft researchers [1] is limited in computation and memory efficiency.

Fast Clifford Neural Layers [2] [3] However, the exist- ing implementation by Microsoft researchers [1] is limited in computation and memory efficiency

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:45.548309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation de756358-7166-4b30-a0b5-16aa0ae3ead4 · outbound

This paper cites an unresolved cited work.

Fast Clifford Neural Layers Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:27:45.532500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation efbe0781-8125-4be8-bc64-21bc20c53ff8 · outbound

This paper cites Fast Clifford Neural Layers.

Fast Clifford Neural Layers Fast Clifford Neural Layers

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T23:27:45.310924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e5ad2fdb-2089-4300-9d93-c7a4f7500a47 · outbound

This paper cites local operation intensity.

Fast Clifford Neural Layers local operation intensity

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:45.516485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2ab1ad87-3efb-4877-b0af-4e15fcbba9d6 · outbound

This paper cites The architecture supports A VX2 and SSE2, and its Performance-cores feature a 48 KB L1 data cache, 1 MB L2 cache, and a shared 25 MB L3 cache[5][6].

Fast Clifford Neural Layers The architecture supports A VX2 and SSE2, and its Performance-cores feature a 48 KB L1 data cache, 1 MB L2 cache, and a shared 25 MB L3 cache[5][6]

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:45.500873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 694b6f52-4b3a-469b-8ce1-c334c54afa83 · outbound

This paper cites Plotted for those layers.

Fast Clifford Neural Layers Plotted for those layers

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:45.452458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cf53b7aa-ccd2-4ccb-8886-57849699538e · outbound

This paper cites an unresolved cited work.

Fast Clifford Neural Layers Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:27:45.468110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0ca9a8b5-206e-401c-8334-0801a2fc259f · outbound

This paper cites 6 (K= 4) show the performance gains of our optimizations.

Fast Clifford Neural Layers 6 (K= 4) show the performance gains of our optimizations

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:45.484010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f5f38ab2-4306-4fc4-ba9f-8e4afe13a83c · outbound

This paper cites Clifford layers: A pytorch library for geometric deep learning with clifford algebras,.

Fast Clifford Neural Layers Clifford layers: A pytorch library for geometric deep learning with clifford algebras,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:45.435881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f81454b7-e765-445c-9550-e6532424221e · outbound

This paper cites Clifford Neural Layers for PDE Modeling.

Fast Clifford Neural Layers Clifford Neural Layers for PDE Modeling

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:44.720682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bf4cfa3-6b8d-4754-9fce-967f73e73d51 · outbound

This paper cites Geometric clifford algebra networks,.

Fast Clifford Neural Layers Geometric clifford algebra networks,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:45.420278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e7548fa7-9942-408d-9132-2a5fc0779ea9 · outbound

This paper cites Basic linear algebra subprograms (blas),.

Fast Clifford Neural Layers Basic linear algebra subprograms (blas),

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:45.402169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d2bc011b-9086-4874-8f7b-2894180fda24 · outbound

This paper cites Intel core i7-12700kf,.

Fast Clifford Neural Layers Intel core i7-12700kf,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:45.383523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8409f165-24eb-4090-895d-47c1d338c8e1 · outbound

This paper cites Intel core i7-12700kf pro- cessor (25m cache, up to 5.00 ghz) specifica- tions,.

Fast Clifford Neural Layers Intel core i7-12700kf pro- cessor (25m cache, up to 5.00 ghz) specifica- tions,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:45.364656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9ec67282-d89c-4b07-8fad-04e596ca1be9 · outbound

This paper cites Popping the hood on golden cove,.

Fast Clifford Neural Layers Popping the hood on golden cove,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:45.347797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d32a7ad8-37a4-49f7-863d-ec1448a43ed3 · outbound

This paper cites Golden cove,.

Fast Clifford Neural Layers Golden cove,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:27:45.329141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation efbe0781-8125-4be8-bc64-21bc20c53ff8 · inbound