Pith. sign in

Paper Citation Record · LEDGER

Design and Implementation of an FPGA-Based Hardware Accelerator for Transformer

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.16731.

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

pith.paper-citation-record.v1
2503.16731 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T22:32:56.444150Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:37:09.291720Z

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 4ffb176f-555e-4058-be5f-921d2aa95450 · inbound

Chimera: Neuro-Symbolic Attention Primitives for Trustworthy Dataplane Intelligence cites this paper.

Chimera: Neuro-Symbolic Attention Primitives for Trustworthy Dataplane Intelligence Design and Implementation of an FPGA-Based Hardware Accelerator for Transformer

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:20:22.523277Z

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=2026-05-15T22:19:53.128437Z digest=sha256:705cbeb2359ebf9cafbd0ee18564675bb994513b5b94bbcb880d76b198968f21

Observation 1b2f47cc-08a3-4c42-acf9-80b3ac870984 · inbound

Attention at the Theoretical Minimum: A Mathematics of Arrays Framework for Memory-Optimal Transformer Kernels cites this paper.

Attention at the Theoretical Minimum: A Mathematics of Arrays Framework for Memory-Optimal Transformer Kernels Design and Implementation of an FPGA-Based Hardware Accelerator for Transformer

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:37:09.293187Z

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=arxiv_source observed=2026-06-27T22:32:56.444150Z digest=sha256:c79f78a7435c3d825c77846feba86c79a6c118cfc18e37f43d83da6b6ff5fc62