Paper Citation Record · LEDGER

Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It

As of 18 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:1908.05864.

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

pith.paper-citation-record.v1
1908.05864 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:09:12.720348Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

12 of 12 outbound references displayed

verified exact8
verified fuzzy1
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 94afda68-b191-4e20-b00b-a6f2b43fa8a5 · outbound

This paper cites Principe, B.

Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It Principe, B

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T13:09:12.649697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c99f4887-7bbe-4869-84e4-3724b3617a27 · outbound

This paper cites an unresolved cited work.

Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It Unresolved cited work

Reference 2

Resolution: verified exact; doi, observed 2026-08-14T13:09:12.908581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7f0c3b05-0323-4479-956d-7b1d0fc767ba · outbound

This paper cites Zhang, P.

Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It Zhang, P

Reference 3

Resolution: verified exact; doi, observed 2026-08-14T13:09:12.889902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8e2f1ef9-4c23-4ff7-b2d7-54b9506f27cc · outbound

This paper cites an unresolved cited work.

Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-14T13:09:12.872858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a79b83af-1713-4150-bd20-25bcf75295ef · outbound

This paper cites Scardapane, D.

Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It Scardapane, D

Reference 5

Resolution: verified exact; doi, observed 2026-08-14T13:09:12.854229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c364613d-6cdd-4ae3-a8b6-e603a4e207ef · outbound

This paper cites an unresolved cited work.

Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T13:09:12.683188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b0d7654-b5e4-41ff-8304-5ed8463c3527 · outbound

This paper cites an unresolved cited work.

Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-14T13:09:12.835800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 57f06241-1b11-4d84-91b9-9fb73e95eab1 · outbound

This paper cites Zhang, P.

Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It Zhang, P

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T13:09:12.696578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 310b4f07-b132-456f-a89f-7ac5136446ba · outbound

This paper cites an unresolved cited work.

Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-14T13:09:12.798281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 81c3aced-6ba1-4920-8173-1bb3bf198666 · outbound

This paper cites Dudek, Generating random weights and biases in feedforwar d neural networks with random hidden nodes, Information Sciences 481 (20 19) 33–.

Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It Dudek, Generating random weights and biases in feedforwar d neural networks with random hidden nodes, Information Sciences 481 (20 19) 33–

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:09:13.191392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4bdb8d87-3b81-421d-b6ba-5d88a9f9e49f · outbound

This paper cites Dudek, Improving randomized learning of feedforward neur al networks by appropriate generation of random parameters, in: Advances in Compu- tational Intelligence.

Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It Dudek, Improving randomized learning of feedforward neur al networks by appropriate generation of random parameters, in: Advances in Compu- tational Intelligence

Reference 11

Resolution: verified exact; doi, observed 2026-08-14T13:09:12.760501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 31ab642d-7de9-45e5-807e-192b519fc271 · outbound

This paper cites an unresolved cited work.

Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes: Drawbacks of the Standard Method and How to Improve It Unresolved cited work

Reference 56

Resolution: verified exact; doi, observed 2026-08-14T13:09:12.778899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.