no code implementations • 19 Apr 2023 • Chris Fields, James F. Glazebrook
We study the relationship between assumptions of state separability and both preparation and measurement contextuality, and the relationship of both of these to the frame problem, the problem of predicting what does not change in consequence of an action.
no code implementations • 15 Apr 2023 • Maxwell J. D. Ramstead, Mahault Albarracin, Alex Kiefer, Brennan Klein, Chris Fields, Karl Friston, Adam Safron
This paper presents a model of consciousness that follows directly from the free-energy principle (FEP).
no code implementations • 25 Feb 2023 • Chris Fields, Filippo Fabrocini, Karl Friston, James F. Glazebrook, Hananel Hazan, Michael Levin, Antonino Marciano
Living systems face both environmental complexity and limited access to free-energy resources.
no code implementations • 25 Oct 2022 • Antonino Marciano, Deen Chen, Filippo Fabrocini, Chris Fields, Matteo Lulli, Emanuele Zappala
Deep Neural Networks miss a principled model of their operation.
no code implementations • 20 Jul 2022 • Chris Fields, Karl Friston, James F. Glazebrook, Michael Levin, Antonino Marcianò
We show how any system with morphological degrees of freedom and locally limited free energy will, under the constraints of the free energy principle, evolve toward a neuromorphic morphology that supports hierarchical computations in which each level of the hierarchy enacts a coarse-graining of its inputs, and dually a fine-graining of its outputs.
no code implementations • 4 Jan 2022 • Chris Fields, James F. Glazebrook, Michael Levin
Conceptual and mathematical models of neurons have lagged behind empirical understanding for decades.
no code implementations • 23 Mar 2018 • Chris Fields, James F. Glazebrook
Chu Spaces and Channel Theory are well established areas of investigation in the general context of category theory.