Cognitive fatigue from schema rigidity and entropy externalization: a free energy principle perspective [PDF]
Cognitive fatigue is typically described as a psychobiological state that arises from intensive and/or prolonged cognitive performance and is experienced as a subjective feeling of exhaustion and lack of energy.
Souhir Ezzedini
doaj +2 more sources
Turn-Taking Mechanisms in Imitative Interaction: Robotic Social Interaction Based on the Free Energy Principle. [PDF]
Wirkuttis N, Ohata W, Tani J.
europepmc +3 more sources
Thermodynamic Study of H2-FeO Based on the Principle of Minimum Gibbs Free Energy [PDF]
Studies have shown that the reduction of wustite is the limiting factor in the ironmaking process, whether in hydrogen-based shaft furnaces, hydrogen-rich blast furnaces or smelting reduction vessels.
Shuyue Chen +5 more
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Life, its origin, and its distribution: a perspective from the Conway-Kochen Theorem and the Free Energy Principle. [PDF]
Fields C, Levin M.
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Is the free-energy principle neurocentric? [PDF]
Recently, a free-energy formulation of brain function was reviewed in relation to several other neurobiological theories (The freeenergy principle: a unified brain theory? Nature Rev. Neurosci. 11, 127–138 (2010))1. Fiorillo raises some interesting questions about the formulation from a neurocentric perspective (A neurocentric approach to Bayesian ...
Karl Friston
openalex +3 more sources
A free-energy principle for representation learning [PDF]
Abstract This paper employs a formal connection of machine learning with thermodynamics to characterize the quality of learned representations for transfer learning. We discuss how information-theoretic functionals such as rate, distortion and classification loss of a model lie on a convex, so-called, equilibrium surface.
Yansong Gao, Pratik Chaudhari
openaire +2 more sources
Constructivist instruction favours learning strategies that emphasize student independence (Bodner, 1986; Murphy, 1997). It suggests that limiting direct guidance and increasing constructed thinking through a student-centered approach will maximize ...
Jan-Michael Charles
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Hierarchical Recursive Organization and the Free Energy Principle: From Biological Self-Organization to the Psychoanalytic Mind. [PDF]
Connolly P, van Deventer V.
europepmc +3 more sources
Natural language syntax complies with the free-energy principle. [PDF]
Natural language syntax yields an unbounded array of hierarchically structured expressions. We claim that these are used in the service of active inference in accord with the free-energy principle (FEP). While conceptual advances alongside modelling and simulation work have attempted to connect speech segmentation and linguistic communication with the ...
Murphy E, Holmes E, Friston K.
europepmc +6 more sources

