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Paper Citation Record · LEDGER

Predictive Learning in Energy-based Models with Attractor Structures

As of 15 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2501.13997.

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

pith.paper-citation-record.v1
2501.13997 v2

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:56:01.361904Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

14 of 14 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d9955353-fbb8-413c-b0e4-2f2340a6c16e · outbound

This paper cites Crafting papers on machine learning.

Predictive Learning in Energy-based Models with Attractor Structures Crafting papers on machine learning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T15:56:01.321991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9063483d-5fb4-4806-a067-03c68b2175b8 · outbound

This paper cites and Mali, A.

Predictive Learning in Energy-based Models with Attractor Structures and Mali, A

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:56:01.724559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e7b78a01-e4b6-44cc-9f38-68e38da76aac · outbound

This paper cites For the experiments depicted in our figures, each one takes 5-20 minutes, with the best performance on the DeepLab and Google Street datasets requiring about 10 hours.

Predictive Learning in Energy-based Models with Attractor Structures For the experiments depicted in our figures, each one takes 5-20 minutes, with the best performance on the DeepLab and Google Street datasets requiring about 10 hours

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-10T15:56:01.709346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e745e96b-e1d2-49b4-9712-02f6a100140c · outbound

This paper cites Mastering Memory Tasks with World Models.

Predictive Learning in Energy-based Models with Attractor Structures Mastering Memory Tasks with World Models

Reference 12

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unresolved
no resolver link, observed 2026-08-10T15:56:01.352275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:56:01.352275Z digest=sha256:643f97617a6b507430fa5a4912ca9bf1610f3418c34b61c130b1c30d6fe509ee

Observation aada9827-069e-4d92-a304-148ab3ec8b70 · outbound

This paper cites Sequential Memory with Temporal Predictive Coding.

Predictive Learning in Energy-based Models with Attractor Structures Sequential Memory with Temporal Predictive Coding

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-10T15:56:01.407875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T15:56:01.357272Z digest=sha256:2eb7db19cacd9c035237f814350f8d2157884df7a01b9d0d6fbeea0640be417b

Observation affa87fd-8d5e-434e-8518-bda94b401f72 · outbound

This paper cites DeepMind Lab.

Predictive Learning in Energy-based Models with Attractor Structures DeepMind Lab

Reference 1977

Resolution
unresolved
no resolver link, observed 2026-08-10T15:56:01.296020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:56:01.296020Z digest=sha256:45d0735b05ec51095d7748862db6a994d465e9e811d9e07af8d334e312376bf2

Observation fad5b11b-4f71-49ac-8b69-c3a7151a3158 · outbound

This paper cites TransDreamer: Reinforcement Learning with Transformer World Models.

Predictive Learning in Energy-based Models with Attractor Structures TransDreamer: Reinforcement Learning with Transformer World Models

Reference 1995

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unresolved
no resolver link, observed 2026-08-10T15:56:01.301509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:56:01.301509Z digest=sha256:af18592185c1022c5e1d101034c1670e3eb73ab372b46f46892e7e6a57e715a9

Observation 00b55144-449a-4b5a-acfe-77b4821fde16 · outbound

This paper cites LeCun, Y.

Predictive Learning in Energy-based Models with Attractor Structures LeCun, Y

Reference 2000

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:56:01.740203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T15:56:01.327152Z digest=sha256:91f29d2bd60e4ce23495fda2ff0f68d04adcdb1704aa6c79438b10242a8f2650

Observation dc25bb14-1dcb-44ca-81c5-4e32dd0e9d8e · outbound

This paper cites Dream to Control: Learning Behaviors by Latent Imagination.

Predictive Learning in Energy-based Models with Attractor Structures Dream to Control: Learning Behaviors by Latent Imagination

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-10T15:56:01.311989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:56:01.311989Z digest=sha256:b0f89d62c65003a7e72609a03ada2315656941bc50d5572334c1ebf760fd2e2c

Observation 3459891f-45d8-4da8-ac43-060c4e16598c · outbound

This paper cites Learning to Generate Reviews and Discovering Sentiment.

Predictive Learning in Energy-based Models with Attractor Structures Learning to Generate Reviews and Discovering Sentiment

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-10T15:56:01.341820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:56:01.341820Z digest=sha256:bf20dda918ad1192e935e137b2a03e470bd56f994a14b70c43d21e420f13cc71

Observation e63ceca8-169d-4f37-873e-a023b4518f1c · outbound

This paper cites Mastering Diverse Domains through World Models.

Predictive Learning in Energy-based Models with Attractor Structures Mastering Diverse Domains through World Models

Reference 2020

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unresolved
no resolver link, observed 2026-08-10T15:56:01.317086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 51389743-a3ab-4fba-ae9f-6b9a0abb319b · outbound

This paper cites L., Lukasiewicz, T., Rao, R.

Predictive Learning in Energy-based Models with Attractor Structures L., Lukasiewicz, T., Rao, R

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-10T15:56:01.347336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a8980cb8-8623-4087-a0a5-610515f345d3 · outbound

This paper cites Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?.

Predictive Learning in Energy-based Models with Attractor Structures Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-10T15:56:01.332111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:56:01.332111Z digest=sha256:aa14ddf094c8ffde3a1a1d617b63af6ba311139185ef0f7595e81789dd70affb

Observation d6474b20-1bea-4f51-bbb7-6c5d180fe216 · outbound

This paper cites World Models.

Predictive Learning in Energy-based Models with Attractor Structures World Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-10T15:56:01.306436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.