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Paper Citation Record · LEDGER

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation

As of 19 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2512.18921.

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

pith.paper-citation-record.v1
2512.18921 v5

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T14:54:23.215863Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c8f1a774-ea4a-4f73-96e0-b60d8d7d263e · outbound

This paper cites KAN: Kolmogorov-Arnold Networks.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation KAN: Kolmogorov-Arnold Networks

Reference 1

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unresolved
no resolver link, observed 2026-08-03T14:54:22.527769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:54:22.527769Z digest=sha256:0c83e19f4c02cb6d703766f4e98bd8e28c1df942da42d9d706d35a615f82edff

Observation 26b57cc4-9e96-40a3-9431-6efd37576e68 · outbound

This paper cites Igelnik and N.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation Igelnik and N

Reference 2

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unresolved
no resolver link, observed 2026-08-03T14:54:22.594762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:54:22.594762Z digest=sha256:047af8c149b545e1cd341046b10d07d84ed89bdc2717080d7e1e58901c7f2d10

Observation 6d7fc37f-826d-4b52-bcad-1cfab608177c · outbound

This paper cites Poluektov and A.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation Poluektov and A

Reference 3

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no resolver link, observed 2026-08-03T14:54:22.684736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:54:22.684736Z digest=sha256:d7add7feb3ec44374e10b0177658624660695ef220f40f0e527de2b5fbd4dacd

Observation e3355190-c3e7-423f-8360-0f6205e14f97 · outbound

This paper cites Montanelli and H.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation Montanelli and H

Reference 4

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no resolver link, observed 2026-08-03T14:54:22.754211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:54:22.754211Z digest=sha256:baf82d7ef64edc9c989aeb281eeb4c0d92011a66e94b611a98a6d210dc8e6aa8

Observation 13eb678d-e6b6-4083-a6e0-71f6346d973f · outbound

This paper cites Polar and M.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation Polar and M

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-03T14:54:22.770871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:54:22.770871Z digest=sha256:c7a2b05bbe5db5784ee5b9a3a2a979c7979af3d3cc26f8cda690db6337e0cba8

Observation 703235d4-85c8-425b-b6a5-d923ca00f989 · outbound

This paper cites Kolmogorov–arnold networks are radial basis function networks.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation Kolmogorov–arnold networks are radial basis function networks

Reference 6

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unresolved
no resolver link, observed 2026-08-03T14:54:22.817302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:54:22.817302Z digest=sha256:c3312d41f323cda5d155504366b5e31084d2cf195ed8f59fb20b6c65e3ef080c

Observation 0f68fca9-3727-4a2a-a215-8110718a56d0 · outbound

This paper cites F-KANs: Federated Kolmogorov-Arnold Networks.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation F-KANs: Federated Kolmogorov-Arnold Networks

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T14:54:22.874434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:54:22.874434Z digest=sha256:56a843ef9aa20a29b029b0008bb5d91eaf30c1d29aabac9be1064cfbc47994f8

Observation eccc15c4-573c-4e22-92f4-4e1d8efb6ec0 · outbound

This paper cites Evaluating Federated Kolmogorov-Arnold Networks on Non-IID Data.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation Evaluating Federated Kolmogorov-Arnold Networks on Non-IID Data

Reference 8

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unresolved
no resolver link, observed 2026-08-03T14:54:22.907611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:54:22.907611Z digest=sha256:f49e1807ef1316ff4d0957fa40267834777f5b0a598868d0b42885d605e56f41

Observation e2a3548b-b03a-4ccf-8d62-38860bc9460d · outbound

This paper cites Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-03T14:54:22.946411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:54:22.946411Z digest=sha256:5f5990161cf33c8015bef0d905365af9f694ef259cf896aea63d2c22dbebf917

Observation 7a016525-f24b-4873-9e24-0894afde7cc2 · outbound

This paper cites A unified benchmark of federated learning with kolmogorov-arnold networks for medical imaging.arXiv preprint, abs/2504.19639, 2025.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation A unified benchmark of federated learning with kolmogorov-arnold networks for medical imaging.arXiv preprint, abs/2504.19639, 2025

Reference 10

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no resolver link, observed 2026-08-03T14:54:23.000463Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:54:23.000463Z digest=sha256:aea003946af1037d933f66698caacbf64425adfa41bf79a5b04993db4adbfaf7

Observation e70dd4e0-7158-47f2-92be-e018faa52b47 · outbound

This paper cites KANEL\'E: Kolmogorov-Arnold Networks for Efficient LUT-based Evaluation.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation KANEL\'E: Kolmogorov-Arnold Networks for Efficient LUT-based Evaluation

Reference 11

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no resolver link, observed 2026-08-03T14:54:23.071828Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:54:23.071828Z digest=sha256:2aa69b72940c1f4f5ac573498a9b8ebf581e0c40e01a683b056d4992b6135cdf

Observation 070fc9e7-0a25-41ab-b46e-918693245885 · outbound

This paper cites an unresolved cited work.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation Unresolved cited work

Reference 12

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unresolved
no resolver link, observed 2026-08-03T14:54:23.144735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:54:23.144735Z digest=sha256:c202769943cd30cc2c412de37c4eccc351cac883af16a7eb570bff3086014a69

Observation e9a270f0-b774-4e7d-a07b-b1d0d30969f2 · outbound

This paper cites an unresolved cited work.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-03T14:54:23.215863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T14:54:23.215863Z digest=sha256:b8c9f90c1a773a7fad4297627cf1bb6df24a04a7a6e97e6c31c511289470e99c

Pith citing papers

No inbound Pith citation observations are available.