The emperor's new Markov blankets

J Bruineberg, K Dołęga, J Dewhurst… - Behavioral and Brain …, 2022 - cambridge.org
The free energy principle, an influential framework in computational neuroscience and
theoretical neurobiology, starts from the assumption that living systems ensure adaptive …

How active inference could help revolutionise robotics

L Da Costa, P Lanillos, N Sajid, K Friston, S Khan - Entropy, 2022 - mdpi.com
Recent advances in neuroscience have characterised brain function using mathematical
formalisms and first principles that may be usefully applied elsewhere. In this paper, we …

Predictive coding networks for temporal prediction

B Millidge, M Tang, M Osanlouy… - PLOS Computational …, 2024 - journals.plos.org
One of the key problems the brain faces is inferring the state of the world from a sequence of
dynamically changing stimuli, and it is not yet clear how the sensory system achieves this …

Life, mind, agency: why Markov blankets fail the test of evolution

W Veit, H Browning - 2022 - philpapers.org
There has been much criticism of the idea that Friston's free-energy principle can unite the
life and mind sciences. Here, we argue that perhaps the greatest problem for the totalizing …

Latent Linear ODEs with Neural Kalman Filtering for Irregular Time Series Forecasting

R Scholz, S Born, N Duong-Trung… - 2023 - openreview.net
Over the past four years, models based on Neural Ordinary Differential Equations have
become state of the art in the forecasting of irregularly sampled time series. Describing the …

Free entropy minimizing persuasion in a predictor–corrector dynamic

G Goehle, C Griffin - Physica A: Statistical Mechanics and its Applications, 2024 - Elsevier
Persuasion is the process of changing an agent's belief distribution from a given (or
estimated) prior to a desired posterior. A common assumption in the acceptance of …

Scientific realism about Friston blankets without literalism.

J Kiverstein, M Kirchhoff - Behavioral & Brain Sciences, 2022 - search.ebscohost.com
Bruineberg and colleagues' critique of Friston blankets relies on what we call the" literalist
fallacy": the assumption that in order for Friston blankets to represent real boundaries …

Making reification concrete: A response to Bruineberg et al.

M Andrews - 2022 - philsci-archive.pitt.edu
The principal target of this article is the reification Bruineberg et al. perceive of formalism
within the literature on the variational free energy minimisation (VFEM) framework. The …

Free energy principle for the noise smoothness estimation of linear systems with colored noise

AA Meera, M Wisse - 2022 IEEE 61st Conference on Decision …, 2022 - ieeexplore.ieee.org
The free energy principle (FEP) from neuroscience provides a framework called active
inference for the joint estimation and control of state space systems, subjected to colored …

[PDF][PDF] Spatiotemporal constraints of causality: Blanket closure emerges from localized interactions between temporally separable subsystems.

C Hesp - Behavioral & Brain Sciences, 2022 - drive.google.com
In “The Emperor's New Markov Blankets”, Bruineberg and colleagues present a stimulating
treatment of developments in conceptually distinct uses of the concept of Markov blankets …