Paper Citation Record · LEDGER

Fast convolutional neural networks on FPGAs with hls4ml

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2101.05108.

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

pith.paper-citation-record.v1
2101.05108 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:43:36.385028Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T19:58:54.743106Z

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 f5fabdd6-9e49-4c07-a908-f247be6ca688 · inbound

Continuous-variable photonic quantum extreme learning machines for fast collider-data selection cites this paper.

Continuous-variable photonic quantum extreme learning machines for fast collider-data selection Fast convolutional neural networks on FPGAs with hls4ml

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T09:43:36.385028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73ac3462-1bf2-451f-8ae1-bbb8859b6302 · inbound

SparsePixels: Efficient Convolution for Sparse Data on FPGAs cites this paper.

SparsePixels: Efficient Convolution for Sparse Data on FPGAs Fast convolutional neural networks on FPGAs with hls4ml

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T18:18:37.660704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ccef633-336b-4b2c-a728-3fef3d0e45f0 · inbound

Hybrid neural denoising for resource-efficient near- and sub-threshold radio triggering of extensive air showers cites this paper.

Hybrid neural denoising for resource-efficient near- and sub-threshold radio triggering of extensive air showers Fast convolutional neural networks on FPGAs with hls4ml

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T13:53:29.196627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3936472b-810c-49f0-bd18-a71d0104e98d · inbound

Local Conformal Predictions for Calibrated Surrogates cites this paper.

Local Conformal Predictions for Calibrated Surrogates Fast convolutional neural networks on FPGAs with hls4ml

Reference 110

Resolution: verified exact; arxiv_id, observed 2026-07-03T19:58:54.744342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.