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Paper Citation Record · LEDGER

Enhancing deep neural networks through complex-valued representations and Kuramoto synchronization dynamics

As of 1 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2502.21077.

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

pith.paper-citation-record.v1
2502.21077 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-09T22:42:10.197470Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-09T22:44:14.910428Z

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 1ad48367-e46e-439a-ba7e-bf668b875083 · inbound

An explicit operator explains end-to-end computation in the modern neural networks used for sequence and language modeling cites this paper.

An explicit operator explains end-to-end computation in the modern neural networks used for sequence and language modeling Enhancing deep neural networks through complex-valued representations and Kuramoto synchronization dynamics

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:44:14.911586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-09T22:42:10.197470Z digest=sha256:f0e0304408656ef1c349c3e8bc322196110a893ed7a812fc2a75e31d87835aff