[HTML][HTML] How particular is the physics of the free energy principle?
The free energy principle (FEP) states that any dynamical system can be interpreted as
performing Bayesian inference upon its surrounding environment. Although, in theory, the …
performing Bayesian inference upon its surrounding environment. Although, in theory, the …
The free energy principle for perception and action: A deep learning perspective
The free energy principle, and its corollary active inference, constitute a bio-inspired theory
that assumes biological agents act to remain in a restricted set of preferred states of the …
that assumes biological agents act to remain in a restricted set of preferred states of the …
On Bayesian mechanics: a physics of and by beliefs
The aim of this paper is to introduce a field of study that has emerged over the last decade,
called Bayesian mechanics. Bayesian mechanics is a probabilistic mechanics, comprising …
called Bayesian mechanics. Bayesian mechanics is a probabilistic mechanics, comprising …
The emperor's new Markov blankets
The free energy principle, an influential framework in computational neuroscience and
theoretical neurobiology, starts from the assumption that living systems ensure adaptive …
theoretical neurobiology, starts from the assumption that living systems ensure adaptive …
Bayesian mechanics for stationary processes
This paper develops a Bayesian mechanics for adaptive systems. Firstly, we model the
interface between a system and its environment with a Markov blanket. This affords …
interface between a system and its environment with a Markov blanket. This affords …
Laying down a forking path: Tensions between enaction and the free energy principle
Several authors have made claims about the compatibility between the Free Energy
Principle (FEP) and theories of autopoiesis and enaction. Many see these theories as …
Principle (FEP) and theories of autopoiesis and enaction. Many see these theories as …
Stochastic chaos and Markov blankets
In this treatment of random dynamical systems, we consider the existence—and
identification—of conditional independencies at nonequilibrium steady-state. These …
identification—of conditional independencies at nonequilibrium steady-state. These …
The Markov blanket trick: On the scope of the free energy principle and active inference
The free energy principle (FEP) has been presented as a unified brain theory, as a general
principle for the self-organization of biological systems, and most recently as a principle for a …
principle for the self-organization of biological systems, and most recently as a principle for a …
[HTML][HTML] An Integrated World Modeling Theory (IWMT) of consciousness: combining integrated information and global neuronal workspace theories with the free …
A Safron - Frontiers in artificial intelligence, 2020 - frontiersin.org
The Free Energy Principle and Active Inference Framework (FEP-AI) begins with the
understanding that thermodynamically-open systems must regulate environmental …
understanding that thermodynamically-open systems must regulate environmental …
Some interesting observations on the free energy principle
Biehl et al.(2021) present some interesting observations on an early formulation of the free
energy principle. We use these observations to scaffold a discussion of the technical …
energy principle. We use these observations to scaffold a discussion of the technical …