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Foundations, Volume 5, Issue 4

2025 December - 6 articles

Cover Story: Perceptual Control Theory (PCT) and the Free Energy Principle (FEP) are two foundational, principle-based frameworks originally developed to explain brain function and the behavior of living systems more broadly. In this article, we provide the first systematic full stack comparison of the philosophy, mathematics, and modeling methodology behind PCT and FEP concretely in the context of bacterial chemotaxis. With these foundations in place, we use tools from category theory to argue that PCT can be formally understood as a subset of the FEP framework; however, we note that the mathematical machinery unique to FEP is not required to successfully model bacterial chemotaxis. Finally, we conclude with a proposal for a mathematical synthesis where each framework plays an orthogonal yet complementary role. View this paper
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Articles (6)

  • Article
  • Open Access
1 Citations
515 Views
21 Pages

In this paper, we investigate a new class of nonlinear fractional boundary value problems (BVPs) involving (k,ψ)-Caputo fractional derivative operators subject to multipoint closed boundary conditions. Such a formulation of boundary data generali...

  • Article
  • Open Access
1,435 Views
31 Pages

Perceptual Control Theory (PCT) and the Free Energy Principle (FEP) are two foundational, principle-based frameworks originally developed to explain brain function. However, since their initial proposals, both frameworks have been generalized to acco...

  • Article
  • Open Access
875 Views
7 Pages

On Relative Stability for Strongly Mixing Sequences

  • Adam Jakubowski and
  • Zbigniew Stanisław Szewczak

We consider a class of strongly mixing sequences with infinite second moment. This class contains important GARCH processes that are applied in econometrics. We show the relative stability for such processes and construct a counterexample. We apply t...

  • Hypothesis
  • Open Access
1,140 Views
14 Pages

From Magnetic Field Seeds to Planetary and Galactic Magnetism

  • Angelo De Santis,
  • Roberto Dini and
  • Gianfranco Cianchini

This study investigates the origin and amplification of magnetic fields in planets and galaxies, emphasizing the foundational role of a seed magnetic field (SMF) in enabling dynamo processes. We propose a universal mechanism whereby an SMF arises nat...

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Foundations - ISSN 2673-9321