Embracing sensorimotor history: Time-synchronous and time-unrolled Markov blankets in the free-energy principle.
File(s)BBS_Commentary_on_Markov_blankets(1) (1).pdf (446.83 KB)
Accepted version
Author(s)
Virgo, Nathaniel
Rosas, Fernando E
Biehl, Martin
Type
Journal Article
Abstract
The free-energy principle (FEP) builds on an assumption that sensor-motor loops exhibit Markov blankets in stationary state. We argue that there is rarely reason to assume a system's internal and external states are conditionally independent given the sensorimotor states, and often reason to assume otherwise. However, under mild assumptions internal and external states are conditionally independent given the sensorimotor history.
Date Issued
2022-09-29
Date Acceptance
2022-09-01
Citation
Behavioral and Brain Sciences, 2022, 45, pp.e215-e215
ISSN
0140-525X
Publisher
Cambridge University Press
Start Page
e215
End Page
e215
Journal / Book Title
Behavioral and Brain Sciences
Volume
45
Copyright Statement
Copyright © The Author(s), 2022. Published by Cambridge University Press. This article has been published in a revised form in Behavioral and Brain Sciences https://doi.org/10.1017/S0140525X22000334. This version is free to view and download for private research and study only. Not for re-distribution, re-sale or use in derivative works.
Identifier
https://www.ncbi.nlm.nih.gov/pubmed/36172767
PII: S0140525X22000334
Subjects
Entropy
Humans
Time
Publication Status
Published
Coverage Spatial
England
Date Publish Online
2022-09-29