Paper Citation Record · LEDGER

Random weights of DNNs and emergence of fixed points

As of 11 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2501.04182.

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

pith.paper-citation-record.v1
2501.04182 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:44:07.318147Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

36 of 36 outbound references displayed

verified exact8
verified fuzzy17
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e3eed62d-a372-4624-aa8c-574634b531cf · outbound

This paper cites Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information.

Random weights of DNNs and emergence of fixed points Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:44:07.533527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b7948244-791d-4723-a80f-5dc975837583 · outbound

This paper cites Overview of image-to-image translation by use of deep neural networks: denoising, super-resolution, modality conversion, and reconstruction in medical imaging.

Random weights of DNNs and emergence of fixed points Overview of image-to-image translation by use of deep neural networks: denoising, super-resolution, modality conversion, and reconstruction in medical imaging

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:44:07.514872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4e1c95b1-d5a8-4dad-9d57-6b6fd0f65a98 · outbound

This paper cites an unresolved cited work.

Random weights of DNNs and emergence of fixed points Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:07.766710Z

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Observation 9cffb8ae-959a-4176-8ff7-499815613f29 · outbound

This paper cites Deep Generalized Unfolding Networks for Image Restoration.

Random weights of DNNs and emergence of fixed points Deep Generalized Unfolding Networks for Image Restoration

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:44:07.498938Z

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Observation 947eff52-1dae-4bd3-9e14-26326e5c6839 · outbound

This paper cites Ferster and K.

Random weights of DNNs and emergence of fixed points Ferster and K

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.754120Z

Source-reported events for the cited work

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Observation 3706d966-da0c-4085-80a1-e2c14a6ba551 · outbound

This paper cites Ozeki, I.

Random weights of DNNs and emergence of fixed points Ozeki, I

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.743130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 21354cf9-a01b-4ed2-8a1f-fe57da65b2e0 · outbound

This paper cites an unresolved cited work.

Random weights of DNNs and emergence of fixed points Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:07.731453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation afbff82d-01cd-4936-9616-208a5eb07514 · outbound

This paper cites Ebsch and R.

Random weights of DNNs and emergence of fixed points Ebsch and R

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.719323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 600b8158-707c-4491-9053-713cc02c90e1 · outbound

This paper cites Curto, J.

Random weights of DNNs and emergence of fixed points Curto, J

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.708393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6eec2d0f-e659-4717-af59-58012be11e53 · outbound

This paper cites Hopfield, Neural networks and physical systems with emergent collective computational abilities, Proceedings of the National Academy of Sciences 79 (8), 2554 (1982).

Random weights of DNNs and emergence of fixed points Hopfield, Neural networks and physical systems with emergent collective computational abilities, Proceedings of the National Academy of Sciences 79 (8), 2554 (1982)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.697540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e4220867-f148-4c40-86e6-c88ce60dc435 · outbound

This paper cites an unresolved cited work.

Random weights of DNNs and emergence of fixed points Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:07.685906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9f11e56d-93be-40c1-a807-cf335bc09136 · outbound

This paper cites Large Associative Memory Problem in Neurobiology and Machine Learning.

Random weights of DNNs and emergence of fixed points Large Associative Memory Problem in Neurobiology and Machine Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T21:44:07.232930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8cb3a46-7759-44e8-a19b-1a7e55fdeba8 · outbound

This paper cites Analysis of discrete modern Hopfield networks in open quantum system.

Random weights of DNNs and emergence of fixed points Analysis of discrete modern Hopfield networks in open quantum system

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:44:07.473658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c4b2d70f-1317-43d4-aeba-c005e6d10e57 · outbound

This paper cites Berlyand, P.-E.

Random weights of DNNs and emergence of fixed points Berlyand, P.-E

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.675306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a03d3658-a6cb-418b-ba2d-ce629db9435c · outbound

This paper cites An Introduction to Variational Autoencoders.

Random weights of DNNs and emergence of fixed points An Introduction to Variational Autoencoders

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T21:44:07.244100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16fe1f09-d3a9-442d-bb7c-b89f89f78c5b · outbound

This paper cites an unresolved cited work.

Random weights of DNNs and emergence of fixed points Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:44:07.664310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a897eb5d-5f6c-4113-bd82-77a5828e8972 · outbound

This paper cites Fixed points of nonnegative neural networks.

Random weights of DNNs and emergence of fixed points Fixed points of nonnegative neural networks

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:44:07.449531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9f4338ac-cb5d-4462-a2a9-82baf95ddeb7 · outbound

This paper cites Buduma, Fundamentals of Deep Learning, O'Reilly Media, Inc., 2-nd edition, 387 p, 2017.

Random weights of DNNs and emergence of fixed points Buduma, Fundamentals of Deep Learning, O'Reilly Media, Inc., 2-nd edition, 387 p, 2017

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.653684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e6641bb3-13f2-4df4-8981-8f71e04a244b · outbound

This paper cites Bahri, J.

Random weights of DNNs and emergence of fixed points Bahri, J

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.643101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a10d1c39-4253-4159-b697-f5b6de9ea9c8 · outbound

This paper cites Gallicchio and S.

Random weights of DNNs and emergence of fixed points Gallicchio and S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.632423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fc248e9b-cb10-4cea-a8c6-4d5349e94718 · outbound

This paper cites Giryes, G.

Random weights of DNNs and emergence of fixed points Giryes, G

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.621256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b7380b20-1172-4118-8fa4-43b720ed2657 · outbound

This paper cites Multimodal Deep Domain Adaptation.

Random weights of DNNs and emergence of fixed points Multimodal Deep Domain Adaptation

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:44:07.433158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation aecfdac9-880a-4946-9b02-9c670296a3fa · outbound

This paper cites Gaussian Process Behaviour in Wide Deep Neural Networks.

Random weights of DNNs and emergence of fixed points Gaussian Process Behaviour in Wide Deep Neural Networks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T21:44:07.272925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aad87d3f-5a2b-44b5-b54b-1d1d1ee8b2a7 · outbound

This paper cites Tensor Programs III: Neural Matrix Laws.

Random weights of DNNs and emergence of fixed points Tensor Programs III: Neural Matrix Laws

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T21:44:07.276081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0726e5b1-bd3f-491d-bc94-30cbc5648b40 · outbound

This paper cites Marchenko, L.

Random weights of DNNs and emergence of fixed points Marchenko, L

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.611532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9080d35f-5cda-4f46-8169-689d5933d5f6 · outbound

This paper cites Berlyand, E.

Random weights of DNNs and emergence of fixed points Berlyand, E

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.600383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 26ca5857-f704-4c87-9bab-31aa7d34006f · outbound

This paper cites Martin and M.W.

Random weights of DNNs and emergence of fixed points Martin and M.W

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.589516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 305b48f8-dfac-4c96-bebf-fc90d82adde3 · outbound

This paper cites The Emergence of Spectral Universality in Deep Networks.

Random weights of DNNs and emergence of fixed points The Emergence of Spectral Universality in Deep Networks

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T21:44:07.290289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b208e11a-430b-4ff3-84dd-8ee5334fed97 · outbound

This paper cites Understanding Gradient Descent through the Training Jacobian.

Random weights of DNNs and emergence of fixed points Understanding Gradient Descent through the Training Jacobian

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T21:44:07.293871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd7684f-e562-443f-aa83-6673e14c14b0 · outbound

This paper cites Pastur, V.

Random weights of DNNs and emergence of fixed points Pastur, V

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.578500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 30a27979-683b-4253-bf62-e997eb339bea · outbound

This paper cites Robust Learning with Jacobian Regularization.

Random weights of DNNs and emergence of fixed points Robust Learning with Jacobian Regularization

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T21:44:07.300460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d506f6b8-80dd-4c85-89ff-c0297b3416c3 · outbound

This paper cites Deep Learning Weight Pruning with RMT-SVD: Increasing Accuracy and Reducing Overfitting.

Random weights of DNNs and emergence of fixed points Deep Learning Weight Pruning with RMT-SVD: Increasing Accuracy and Reducing Overfitting

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:44:07.371926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1af3a57a-3c70-4d68-a229-990acbd907e6 · outbound

This paper cites Shcherbina, On Universality of Local Edge Regime for the Deformed Gaussian Unitary Ensemble, J.

Random weights of DNNs and emergence of fixed points Shcherbina, On Universality of Local Edge Regime for the Deformed Gaussian Unitary Ensemble, J

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.567204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9ee9173f-37bc-4a97-9969-d364481f79f4 · outbound

This paper cites Russo, Deformed Cauchy random matrix ensembles and large N phase transitions.

Random weights of DNNs and emergence of fixed points Russo, Deformed Cauchy random matrix ensembles and large N phase transitions

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.555553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fcb4b1dd-319d-4e93-8d8a-8c8e88cfd6df · outbound

This paper cites Deformation of Marchenko-Pastur distribution for the correlated time series.

Random weights of DNNs and emergence of fixed points Deformation of Marchenko-Pastur distribution for the correlated time series

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:44:07.355933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c488a854-d8dc-4dff-8551-2cfe409a6577 · outbound

This paper cites Jachymski, I.

Random weights of DNNs and emergence of fixed points Jachymski, I

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:44:07.544202Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.