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Paper Citation Record · LEDGER

Revise Saturated Activation Functions

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1602.05980.

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

pith.paper-citation-record.v1
1602.05980 v2

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 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:00:13.188231Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T19:47:18.838854Z

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 bf725437-695f-451e-992b-cdf126dd876a · inbound

A parametric activation function based on Wendland RBF cites this paper.

A parametric activation function based on Wendland RBF Revise Saturated Activation Functions

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T22:00:13.188231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:00:13.188231Z digest=sha256:93efb521f5073fa50f31b235462aab4a134c2bd2a753c58795115873b040596a

Observation f57c4d98-19d9-4ccc-b7e9-87ea9c82e178 · inbound

Scaling Up Thermodynamic AI Models cites this paper.

Scaling Up Thermodynamic AI Models Revise Saturated Activation Functions

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-07-02T19:47:18.840158Z

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.

source=pdf_text observed=2026-07-02T19:42:45.665627Z digest=sha256:d5042d0289405f7cf3e551b27f80e3fccc0306ad1e6ac801c7189210a139bea4