nucleation

LIT-1145: Linking fast and slow: The case for generative models

1 min read

Properties4
StatusActive — read 2026-10-29 (NOTE-1383) in full, in the version of record (Europe PMC, CC BY); worth reading as a primer on testing slow change in fast neuronal data with hierarchical generative models, each level a slower timescale, justified by centre-manifold and adiabatic reduction and compared by variational free energy, with adiabatic DCM as the example. Read it knowing that it is a review of its authors' methods, that it states the slaving principle and the Haken–Kelso–Bunz model in a paragraph each with no equations, that its levels are slower by the modeller's construction, and that its extension of the slaving principle to HMMs is asserted.
Version2
Tagsneuroscience, complex-systems
Cited as “paper” byNOTE-1383 — Medrano, Friston and Zeidman — Linking fast and slow

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Medrano, J., Friston, K. J. & Zeidman, P. (2024). Network Neuroscience 8(1):24–43. doi:10.1162/netn_a_00343.

Read in full on 2026-10-29 (NOTE-1383).

Why this is here

Registered as a candidate for the “2024” paper A8 of the exchange of 2026-10-16 cited, on slow–fast decomposition, Haken’s slaving principle and the Haken–Kelso–Bunz model. That paper could not be identified uniquely (curation entries of 2026-10-16); the owner asked for every candidate to be filed. The likeliest of the candidates found, though a review rather than a mathematical paper, and its treatment of the slaving principle and HKB was not confirmed in its text. For CLAIM-331.

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