Pith. sign in

Paper Citation Record · LEDGER

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning

As of 7 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 2 inbound Pith citation observations for arXiv:2505.14635.

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

pith.paper-citation-record.v1
2505.14635 v2

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:35:58.276666Z

measured 45 of 45 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 2026-08-03T02:39:01.840773Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

  • verified exact2
  • verified fuzzy23
  • unresolved18
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation db3dc26d-ba9b-438d-8fd6-ade5abbeae01 · outbound

This paper cites Allen-Zhu, Y.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Allen-Zhu, Y

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:04.822897Z

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=2026-08-07T15:35:54.955677Z digest=sha256:282dee0f0d081cedd53f18a482d532d906255f46251089a325010b34565be4db

Observation 7a0fab11-a5c0-4d8c-aa56-d5bd291203e5 · outbound

This paper cites Alonso, B.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Alonso, B

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:04.813437Z

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=2026-08-07T15:35:54.997527Z digest=sha256:4e6d50c679e07993837b0e940d3e6f4a20b54e88183e0ac556615d2160afa648

Observation 0d9d4a45-1003-4e56-92eb-4a9b9b15497f · outbound

This paper cites Beck and L.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Beck and L

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:04.803861Z

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=2026-08-07T15:35:55.074713Z digest=sha256:fbfcf003f6180d2c32eb53adb607d2cbc4eb3898540f7505b829f608c3ec4fb0

Observation 7218e84b-a6aa-4aba-9158-f598bd584fcf · outbound

This paper cites Bernstein.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Bernstein

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:04.793944Z

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=2026-08-07T15:35:55.177518Z digest=sha256:2911a2a04260e816d936e185262056648c4f76963fc4e31672ebacdc8c24905c

Observation 5eadd05a-d288-4a9d-9f80-5ba24cf359bd · outbound

This paper cites Bolte, S.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Bolte, S

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:04.782410Z

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=2026-08-07T15:35:55.270127Z digest=sha256:dd45ff6e149c8804fb6052cbeffe18ef12fb9717504bf2be782e357ec8b0b6b2

Observation 576a334e-d4fa-458e-bbec-99f291366920 · outbound

This paper cites Devlin, M.-W.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Devlin, M.-W

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:04.680496Z

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=2026-08-07T15:35:55.371481Z digest=sha256:66596eeb6475496646e0b2d0e5d8851c83780f288a64150d31fe72e49d1cb5b1

Observation f900e18a-5bba-4f72-ae84-be71fec30421 · outbound

This paper cites Friston and S.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Friston and S

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:04.530776Z

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=2026-08-07T15:35:55.478076Z digest=sha256:fea8fffddc150ac1ee20f9687abc8e672ae09ca37e383745c56e936829f3cacf

Observation 3199a5ea-c728-4eb2-b074-06814ba386a3 · outbound

This paper cites Grippof and M.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Grippof and M

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:04.309319Z

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=2026-08-07T15:35:55.521445Z digest=sha256:d11f46789b4658aa27f3ee1b0fcc7529bf9ecc68bdea538f384b05c48fdce093

Observation 38c21fba-c660-497d-9e73-7430d5108aaf · outbound

This paper cites an unresolved cited work.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:36:04.131974Z

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=2026-08-07T15:35:55.631638Z digest=sha256:f4a7655f9ab2962a65e2466aec985da6dfb627564826ff07422ecafd58bcf181

Observation a96e20d8-878f-49d8-afd1-81a888782b69 · outbound

This paper cites an unresolved cited work.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:36:03.892967Z

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=2026-08-07T15:35:55.731306Z digest=sha256:99c8424a252fc042618737eee4621f7601c0222c1af79214da16bd0c976231eb

Observation b5ca968a-00d5-4e23-9bee-6df50a839e1e · outbound

This paper cites Hinton, L.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Hinton, L

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:03.595340Z

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=2026-08-07T15:35:55.853219Z digest=sha256:842f7f3aa7656d9b2a291f19793a24ef15c7db5a4f94232730a544a17ff01bcf

Observation bf793937-9dda-4052-8049-da9219cc69ce · outbound

This paper cites Training End-to-End Analog Neural Networks with Equilibrium Propagation.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Training End-to-End Analog Neural Networks with Equilibrium Propagation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T15:35:55.925123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:35:55.925123Z digest=sha256:118b2b017cbcc808e89bf24c344862265c21609b4756970b5a6302ca1fcd28e4

Observation 2bb6e7d3-db2d-460a-8c8b-b60d9a5ae68f · outbound

This paper cites Krizhevsky, I.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Krizhevsky, I

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T15:35:56.046079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:35:56.046079Z digest=sha256:d0905f3555eaf859cdc55ccb04b581e634327f9620569c1a5a72f163f3792feb

Observation 40634aab-31d5-4f9e-98d4-a417bd5b5939 · outbound

This paper cites Tight Stability, Convergence, and Robustness Bounds for Predictive Coding Networks.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Tight Stability, Convergence, and Robustness Bounds for Predictive Coding Networks

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:35:58.631005Z

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=2026-08-07T15:35:56.124414Z digest=sha256:fcee9f86afe3ed701d74c9b9f404fac58fedeab97bb657338b24a52a0ac16c64

Observation d9ecf963-3503-474b-870f-b4b69a8823b7 · outbound

This paper cites Millidge, T.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Millidge, T

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:03.394494Z

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=2026-08-07T15:35:56.245120Z digest=sha256:38400ea0f916a267ae522484dc300df3d47bcc46c876752cdf352ed364aff812

Observation fff77aea-bd19-4717-b529-025d2bf5c0aa · outbound

This paper cites Predictive Coding: a Theoretical and Experimental Review.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Predictive Coding: a Theoretical and Experimental Review

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T15:35:56.392569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:35:56.392569Z digest=sha256:5350db9dbcc2dc052a5bd86458407d75aa439aeb816a14528dbccf20bdcdbd90

Observation 261e830a-b7b6-4236-986b-205dcf68ef93 · outbound

This paper cites Millidge, Y.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Millidge, Y

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:03.004803Z

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=2026-08-07T15:35:56.514047Z digest=sha256:b1f5535e30863bac0737fcdbf66e6366eee4fd0925a0a931488591e242a3fde4

Observation 2c1b735d-b0c8-43ea-87a6-31a0404f1eab · outbound

This paper cites Nesterov.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Nesterov

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:02.833122Z

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=2026-08-07T15:35:56.624168Z digest=sha256:f37a7f6622ae8d3d0821db0ec593bad049c1e2ee9703903c25b9c5ac4d56046a

Observation d5e956f6-fd56-482c-858e-2e9e28c12ec9 · outbound

This paper cites Gpt-4 technical report.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Gpt-4 technical report

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T15:35:56.746567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:35:56.746567Z digest=sha256:e57daeeb6e82308b2dd5d92f4c32ce4b7416cf6fe7e338a43e4d8889d4163dde

Observation 611ef290-775b-4388-a806-9fcb9a42ed50 · outbound

This paper cites an unresolved cited work.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:36:02.632158Z

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=2026-08-07T15:35:56.848561Z digest=sha256:2be0519596c0f9454b2c41e47cd2b5ff614e3984f680caf158fdcb72864062bc

Observation 94330e85-ac7f-4e4a-8ea1-3b745687094f · outbound

This paper cites Ororbia and D.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Ororbia and D

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:02.457308Z

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=2026-08-07T15:35:56.944553Z digest=sha256:084bc84494c33d40d0ca90ae07acbe98d22024e0724a628e8a1c2c165c4b89c8

Observation 1e7fa7a1-38be-4131-b76a-c889707464d9 · outbound

This paper cites Convolutional Neural Generative Coding: Scaling Predictive Coding to Natural Images.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Convolutional Neural Generative Coding: Scaling Predictive Coding to Natural Images

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:35:58.486257Z

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=2026-08-07T15:35:57.015244Z digest=sha256:b1ff190ef8280bf4facb50efd5bcaa1a11c176b45bbca1e3eee4df4b8ab97b84

Observation fe21f1df-fb53-4cd8-bb05-ab6ad080e8f1 · outbound

This paper cites Ororbia and A.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Ororbia and A

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:02.209923Z

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=2026-08-07T15:35:57.084358Z digest=sha256:aad0cde9f91d85c7c83a00ac5d182d3ae5571fed9ca7609e7d012c62b1646ff4

Observation 3d0eb7d2-f21d-435f-a63c-1e7f549efa50 · outbound

This paper cites Ororbia, A.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Ororbia, A

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:01.894715Z

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=2026-08-07T15:35:57.140250Z digest=sha256:f394004dc31b3550b438fd89eb5920c8b98b9c975619e6a43b54b96db1dbb9ca

Observation b8539f69-2bbe-4559-a40b-90a4b297954b · outbound

This paper cites Ororbia, A.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Ororbia, A

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:01.764334Z

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=2026-08-07T15:35:57.218185Z digest=sha256:4a53533b944d2fb87de00a0a910f943254737cd1d4246fdc80161d80276c1eb6

Observation 66b7243b-6c77-4a2d-916d-c10009d32200 · outbound

This paper cites Benchmarking Predictive Coding Networks -- Made Simple.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Benchmarking Predictive Coding Networks -- Made Simple

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T15:35:57.256009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:35:57.256009Z digest=sha256:e8488c48dd8c6854fb00175378638326f69d00a96166614ef91c460cec072edf

Observation ae195e17-92d2-4606-92e9-8f44832faffd · outbound

This paper cites Radford, J.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Radford, J

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:01.597809Z

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=2026-08-07T15:35:57.321178Z digest=sha256:5d4aa71ed44f3e3ed14146170490a4273fda07ec4011591f94fd45601fb445a3

Observation 83bda26a-6483-4eab-a937-9fb426c92412 · outbound

This paper cites an unresolved cited work.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:36:01.405316Z

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=2026-08-07T15:35:57.375137Z digest=sha256:76917108b5531f7fa5c600511b68155a5eb9668d8e7e1843f78adb5e3ddf6a27

Observation a96f1b8c-ad99-4eea-a535-5c000a9e1f20 · outbound

This paper cites an unresolved cited work.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:36:01.189356Z

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=2026-08-07T15:35:57.436438Z digest=sha256:c773330aae9ca29fa2211e86006dc1832c5496d26e260f41565cc352e8a3ab99

Observation 2f6d5129-d733-4c0f-b247-86dec726158b · outbound

This paper cites Rissanen.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Rissanen

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:00.997973Z

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=2026-08-07T15:35:57.498097Z digest=sha256:75e5712f90589cbe8670b1d981a5a3b7f371df19e1edf297c4d94bfc1e064487

Observation 217974a0-9dd9-4ac1-8a0e-689aaeeb5dfa · outbound

This paper cites Salvatori, A.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Salvatori, A

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T15:35:57.564053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:35:57.564053Z digest=sha256:3bdb4c8dbabbfacda74ae88c8313a7dd39a2e227be4cc97da1878b7616c06de0

Observation 4a1df13f-8ff6-4a32-a1d3-e9a3a5f3def5 · outbound

This paper cites Salvatori, L.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Salvatori, L

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:00.850803Z

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=2026-08-07T15:35:57.619880Z digest=sha256:fdabf054c83321c7f3b65e6b68178c6bd2a00b979235bd71d4395d02a6d5191e

Observation 1d8e8bb1-db25-4bab-9cfc-aa831b396b61 · outbound

This paper cites Salvatori, Y.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Salvatori, Y

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:00.628187Z

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=2026-08-07T15:35:57.688593Z digest=sha256:256c75e1cc31bb7851fa3aef5a5bd6671ee5726007053d4b541823fa58b6c2a8

Observation 9e1dba38-0451-4fb7-8c6e-07d06ee408b6 · outbound

This paper cites Salvatori, Y.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Salvatori, Y

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:36:00.408956Z

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=2026-08-07T15:35:57.770810Z digest=sha256:b1b69471d703c28408d33626839a169e2eec31b4b4d5df04906590d8645f28d8

Observation eae14918-d289-4a4d-b80f-c0e437d17f86 · outbound

This paper cites an unresolved cited work.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:36:00.130997Z

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=2026-08-07T15:35:57.829544Z digest=sha256:d164299c884cc329d5d83714a7a9d694a07efcbc80cd2b52cfa43e3e1b7c616c

Observation b78d0901-a8a7-4efe-92c9-9e002576c865 · outbound

This paper cites an unresolved cited work.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:35:59.856089Z

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=2026-08-07T15:35:57.909125Z digest=sha256:cd42c8aa719c56f0ae5108508e48b7d533b42ff9318a9c60432574cf1b50a957

Observation 0ac13ab7-0cd6-495f-a780-5c407dc76f4c · outbound

This paper cites an unresolved cited work.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:35:59.656937Z

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=2026-08-07T15:35:57.966811Z digest=sha256:e403c90dda0a6ba89dd4eccbe997369db325ef1c9ec2f47006d07bb9eaba7670

Observation 93dfc471-aa34-49d6-b25d-aca93c8eadaf · outbound

This paper cites an unresolved cited work.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:35:59.446717Z

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=2026-08-07T15:35:58.015546Z digest=sha256:beffe7b749dc27838798c92a4f9ae590eca59b1aab2b1bc4d01f70f2d00be18e

Observation 84629220-e7a8-40fd-b3b4-3a7e804171dc · outbound

This paper cites Vaswani, N.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Vaswani, N

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:35:59.316871Z

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=2026-08-07T15:35:58.077541Z digest=sha256:caa3724cf815120a59534e47d13129a713269917eba0a2cca26611c8713d9132

Observation c2d5fec3-640f-44fc-a783-b7ae80e941f9 · outbound

This paper cites an unresolved cited work.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:35:59.177527Z

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=2026-08-07T15:35:58.151935Z digest=sha256:1be6de42f6b04d31083391086d03c4efe7dabce0660a3286750eea1bfc7b69cb

Observation 0a10f8d0-411a-4887-b8aa-2a3145abbacb · outbound

This paper cites an unresolved cited work.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:35:59.012019Z

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=2026-08-07T15:35:58.218202Z digest=sha256:517a9b9f43d66cfb05d19685cc6beeac7aff178911a66732d49ee4936c3ed9f5

Observation b50c09f8-199f-4047-9273-ff37ccea1430 · outbound

This paper cites Many practical ReLU networks empirically satisfy KL with θ ≈ 1 2.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Many practical ReLU networks empirically satisfy KL with θ ≈ 1 2

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:35:58.801608Z

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=2026-08-07T15:35:58.276666Z digest=sha256:ee0635086d6188d1a7f26200cc4df636028d19e4cef27ca152c92a650986dd27

Observation 091ccd3a-1678-4d43-a71d-9018efefed37 · outbound

This paper cites an unresolved cited work.

Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning Unresolved cited work

Reference 5545

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:36:03.185115Z

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=2026-08-07T15:35:56.320100Z digest=sha256:36b4822c9c4b1a90d5a2fc97d015cedb652bf3258d60733c09f5b1d102a8daa4

Pith citing papers

Observation 7980c426-364b-4864-856e-5cbfdc5701d5 · inbound

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization cites this paper.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning

Reference 14

Resolution
malformed identifier
no resolver link, observed 2026-08-02T19:52:20.642196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:52:20.642196Z digest=sha256:c9743ed4a3d2f87ff0a88e8b7b0d669f68e27785ea497f1acebc036d33b2af58

Observation aa0312ea-3f23-4095-a576-29c69ce08c65 · inbound

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization cites this paper.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning

Reference 14

Resolution
malformed identifier
no resolver link, observed 2026-08-03T02:39:01.840773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T02:39:01.840773Z digest=sha256:dbf365463144b3dee2528a1721bfac7333894363e428d66930e4b6af4f4efb9f