Recent advances in neuroscience have characterised brain function using mathematical formalisms and first principles that may be usefully applied elsewhere. In this paper, we …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …