Pith. sign in

Paper Citation Record · LEDGER

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption

As of 19 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2605.30882.

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

pith.paper-citation-record.v1
2605.30882 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T15:35:41.921401Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

27 of 27 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved27
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 454376a7-0f46-4234-9882-6b0ee4d2b582 · outbound

This paper cites The free-energy principle: a rough guide to the brain?Trends Cogn.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption The free-energy principle: a rough guide to the brain?Trends Cogn

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:2ca9117d5994ca79631fa897ccd467b9007cbec77b663f42613050812842b741

Observation 3f942d75-5dd0-4bad-a7d0-eed0171880ae · outbound

This paper cites Predictive coding under the free-energy principle.Philos.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Predictive coding under the free-energy principle.Philos

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:83461b8f716091754d30aca1cd9b9654d1a0bfc758a193d0e6f6210bf968ce90

Observation 05f5f737-2e8b-4e94-8794-7e9f0a5f9a6d · outbound

This paper cites The free-energy principle: a unified brain theory?Nat.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption The free-energy principle: a unified brain theory?Nat

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:b6bf8d898fda439611152b1012f7a4a87dabcd02d5c71bcb93c8875e772d4572

Observation 0bc0654d-e22c-4133-8e68-3159ddbd1088 · outbound

This paper cites A tutorial on the free-energy framework for modelling perception and learning.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption A tutorial on the free-energy framework for modelling perception and learning

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:eafefed15d0fe11ba42d0c20b69cc632ca88de2fd1a985b235c664b3e657a590

Observation 1ede2995-ce1d-49fc-b3b6-77e4ebcf552b · outbound

This paper cites 9 ofAllgemeine Encyklopädie der Physik.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption 9 ofAllgemeine Encyklopädie der Physik

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:b51eb4856c892dcfca3cfb78cde915dc9a59ac7e819990177808f25047622620

Observation 66f7368b-0079-4436-89f8-f27f7d03869f · outbound

This paper cites Cambridge University Press, September 1996.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Cambridge University Press, September 1996

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:7284d86105bfb4922f14519af17eb012c1dba0fbb124682e2a6cc89d313a9518

Observation 19f9efd8-d6d8-4ca7-b3a7-f555fc66405d · outbound

This paper cites MIT Press, 2007.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption MIT Press, 2007

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:5ea15a4017330bf3feaa1e4bb133514c4aef055e833e0ea33be51d04fb43447d

Observation d41881af-3475-4371-8acc-9969cc1e35f1 · outbound

This paper cites Bayesian brain theory: Computational neuroscience of belief.Neuroscience, 566:198–204, February 2025.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Bayesian brain theory: Computational neuroscience of belief.Neuroscience, 566:198–204, February 2025

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:43ed688791404bf0dd5e8b0a89ffc88b2c5025457b190e081311e7606385ad46

Observation 3d620358-6112-4974-b197-60ba41d03ab0 · outbound

This paper cites Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects.Nat.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects.Nat

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:648fe3d18a8a15ce31eca638331b07462b4349ef6f613ff223d46f9d9ad57505

Observation 19f44099-9b05-4dc4-8ff6-5fd09df993e9 · outbound

This paper cites A new cellular mechanism for coupling inputs arriving at different cortical layers.Nature, 398(6725):338–341, March 1999.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption A new cellular mechanism for coupling inputs arriving at different cortical layers.Nature, 398(6725):338–341, March 1999

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:69b088af7367c8dc983fd97b38706da412aad2e7d76c1b91851b10d3f822ac3f

Observation 051331dc-b794-4ea2-830b-b8627f2b7c75 · outbound

This paper cites A cellular mechanism for cortical associations: an organizing principle for the cerebral cortex.Trends Neurosci., 36(3):141–151, March 2013.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption A cellular mechanism for cortical associations: an organizing principle for the cerebral cortex.Trends Neurosci., 36(3):141–151, March 2013

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:793cf522fda68424d14b287a548a91208567fbdc964c7607f1950ae64fba1bc1

Observation f1f15e58-da61-4eb3-b781-188c2ce55d9c · outbound

This paper cites Conjunctive input processing drives feature selectivity in hippocampal CA1 neurons.Nat.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Conjunctive input processing drives feature selectivity in hippocampal CA1 neurons.Nat

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:f3e4774c5c9809f41123116c674fcd97604c27f40dac75b2c52b8a788f222713

Observation 05592d57-4594-4869-aa15-37acbba89a28 · outbound

This paper cites Implications of neuronal diversity on population coding.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Implications of neuronal diversity on population coding

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:ae96dc0e7ede95f2ffc3bbc91547ff2fbd3b43179a79d4e2ec3e90590c138822

Observation 8c8c409a-390a-499e-9bf5-cf2a54b2bed8 · outbound

This paper cites Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content.Nat.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content.Nat

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:dfda6720a9b32e9b939af72db632f0d9eee105e859b52b0f421bad5525bfced2

Observation 0e4280fb-1b3e-4b2d-9cc9-2d1066b53a22 · outbound

This paper cites Population diversity and function of hyperpolarization- activated current in olfactory bulb mitral cells.Sci.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Population diversity and function of hyperpolarization- activated current in olfactory bulb mitral cells.Sci

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:9e8a0418ac051da5e0af91535f3771759b8f5bf5587a69a09a6e747a940390a9

Observation 7baf424c-2c3f-4423-b5f2-f7a5e9349442 · outbound

This paper cites Multivariate analysis of electrophysiological diversity of xenopus visual neurons during development and plasticity.Elife, 4, November 2015.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Multivariate analysis of electrophysiological diversity of xenopus visual neurons during development and plasticity.Elife, 4, November 2015

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:df8cd18c79e1747af69b05cfc059debd47e2b6f8ed23efc17850a4afe4f677f6

Observation df35b8c7-5d19-483e-b72a-b92390e17d5d · outbound

This paper cites Diversity amongst human cortical pyramidal neurons revealed via their sag currents and frequency preferences.Nat.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Diversity amongst human cortical pyramidal neurons revealed via their sag currents and frequency preferences.Nat

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:b5aa5fa40235483b879e14f93a7a3029d0756fa270327ded888b3e9c01bc06c5

Observation bbf0dcb4-8951-4089-8996-6c70abe08bca · outbound

This paper cites Learning probability distributions of sensory inputs with Monte Carlo predictive coding.PLOS Computational Biology, 20(10): e1012532, October 2024.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Learning probability distributions of sensory inputs with Monte Carlo predictive coding.PLOS Computational Biology, 20(10): e1012532, October 2024

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:feb5c657d5cf888ebfc4e7cd700a16ae2642ec791b13636175688d90e60b48aa

Observation 71cb1158-4f2a-4631-9905-8f8f126e0dd1 · outbound

This paper cites Active inference and agency.Cogn.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Active inference and agency.Cogn

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:a681da2db5e4e9f7fbee576dd2ec01a015495750fe5abfefe0d06bfb83e2975a

Observation 83f91494-2ebd-47f9-9efa-ae4862f33815 · outbound

This paper cites The markov blankets of life: autonomy, active inference and the free energy principle.J.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption The markov blankets of life: autonomy, active inference and the free energy principle.J

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:82671213c56e07a72ed83d866a396fd5cb5b5aabdce7e96d7dcaa3b533a24177

Observation 9442b806-78fe-45c7-9dbf-6b1d23e9a461 · outbound

This paper cites Active inference.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Active inference

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:34b0db6d5cc3a8bfbc4c7321eedeb072c359abcbc884461013262bce2638ecfc

Observation e968de6f-0bd0-4f79-ac9a-b58d55952be4 · outbound

This paper cites Life as we know it.J.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Life as we know it.J

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:8055b165297fb50e33464114fe3c63d2eea76e957ebcea4a2366405b1319686c

Observation 3422368f-0cf5-42ca-885b-d9dae8720c64 · outbound

This paper cites Applied Mathematical Sciences.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Applied Mathematical Sciences

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:5b5c9bcef7e7a2e708211488d19b96e9eee0d5273280d6d58e2a3df4207880a1

Observation ad535272-44ff-4a43-8a62-3a6f580d34dc · outbound

This paper cites Laws of thermodynamics for exponential families.arXiv [cond-mat.stat- mech], January 2025.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Laws of thermodynamics for exponential families.arXiv [cond-mat.stat- mech], January 2025

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:8e3347da46de1a30ba87cabaed7af92387d248f6b6f31166cd404c8086b531f4

Observation fd173bfb-554e-4999-9f25-e1547d3ad4de · outbound

This paper cites Thermodynamics of prediction.Phys.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Thermodynamics of prediction.Phys

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:94ea922bae27d131d86f813763a5f144a1d96c75ade698e8fa18f0a42c73e67a

Observation aaf515f8-6134-4f48-9e26-0470fb98524b · outbound

This paper cites On the thermodynamics of prediction under dissipative adaptation.arXiv [q-bio.NC], September 2020.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption On the thermodynamics of prediction under dissipative adaptation.arXiv [q-bio.NC], September 2020

Reference 26

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:582cb8787dcd30b182321a41392eac9b98dbf9b583e5c646c258917b56fb915a

Observation 33f05220-e937-499d-8fa2-6ed83053f19d · outbound

This paper cites an unresolved cited work.

Extended predictive coding framework as variational free-energy minimisation under exponential-family assumption Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-07-12T15:35:41.921401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T15:35:41.921401Z digest=sha256:8f68b9539f67de79765107f138e42eb4dc8a18a3306c2127ee25869228269547

Pith citing papers

No inbound Pith citation observations are available.