[HTML][HTML] The free energy principle made simpler but not too simple
This paper provides a concise description of the free energy principle, starting from a
formulation of random dynamical systems in terms of a Langevin equation and ending with a …
formulation of random dynamical systems in terms of a Langevin equation and ending with a …
[HTML][HTML] Canalization and plasticity in psychopathology
RL Carhart-Harris, S Chandaria, DE Erritzoe… - …, 2023 - Elsevier
This theoretical article revives a classical bridging construct, canalization, to describe a new
model of a general factor of psychopathology. To achieve this, we have distinguished …
model of a general factor of psychopathology. To achieve this, we have distinguished …
On Bayesian mechanics: a physics of and by beliefs
MJD Ramstead, DAR Sakthivadivel… - Interface …, 2023 - royalsocietypublishing.org
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 …
Thinking through other minds: A variational approach to cognition and culture
The processes underwriting the acquisition of culture remain unclear. How are shared
habits, norms, and expectations learned and maintained with precision and reliability across …
habits, norms, and expectations learned and maintained with precision and reliability across …
The Markov blankets of life: autonomy, active inference and the free energy principle
This work addresses the autonomous organization of biological systems. It does so by
considering the boundaries of biological systems, from individual cells to Home sapiens, in …
considering the boundaries of biological systems, from individual cells to Home sapiens, in …
A tale of two densities: Active inference is enactive inference
MJD Ramstead, MD Kirchhoff… - Adaptive behavior, 2020 - journals.sagepub.com
The aim of this article is to clarify how best to interpret some of the central constructs that
underwrite the free-energy principle (FEP)–and its corollary, active inference–in theoretical …
underwrite the free-energy principle (FEP)–and its corollary, active inference–in theoretical …
Competency in navigating arbitrary spaces as an invariant for analyzing cognition in diverse embodiments
One of the most salient features of life is its capacity to handle novelty and namely to thrive
and adapt to new circumstances and changes in both the environment and internal …
and adapt to new circumstances and changes in both the environment and internal …
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 …
theoretical neurobiology, starts from the assumption that living systems ensure adaptive …
A free energy principle for generic quantum systems
Abstract The Free Energy Principle (FEP) states that under suitable conditions of weak
coupling, random dynamical systems with sufficient degrees of freedom will behave so as to …
coupling, random dynamical systems with sufficient degrees of freedom will behave so as to …
Markov blankets, information geometry and stochastic thermodynamics
This paper considers the relationship between thermodynamics, information and inference.
In particular, it explores the thermodynamic concomitants of belief updating, under a …
In particular, it explores the thermodynamic concomitants of belief updating, under a …