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Variational ecology and the physics of sentient systems

This paper addresses the challenges faced by multiscale formulations of the variational (free energy) approach to dynamics that obtain for large-scale ensembles. We review a framework for modelling complex adaptive control systems for multiscale free energy bounding organism–niche dynamics, thereby...

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Detalles Bibliográficos
Autores principales: Ramstead, Maxwell J.D., Constant, Axel, Badcock, Paul B., Friston, Karl J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6941227/
https://www.ncbi.nlm.nih.gov/pubmed/30655223
http://dx.doi.org/10.1016/j.plrev.2018.12.002
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author Ramstead, Maxwell J.D.
Constant, Axel
Badcock, Paul B.
Friston, Karl J.
author_facet Ramstead, Maxwell J.D.
Constant, Axel
Badcock, Paul B.
Friston, Karl J.
author_sort Ramstead, Maxwell J.D.
collection PubMed
description This paper addresses the challenges faced by multiscale formulations of the variational (free energy) approach to dynamics that obtain for large-scale ensembles. We review a framework for modelling complex adaptive control systems for multiscale free energy bounding organism–niche dynamics, thereby integrating the modelling strategies and heuristics of variational neuroethology with a broader perspective on the ecological nestedness of biotic systems. We extend the multiscale variational formulation beyond the action–perception loops of individual organisms by appealing to the variational approach to niche construction to explain the dynamics of coupled systems constituted by organisms and their ecological niche. We suggest that the statistical robustness of living systems is inherited, in part, from their eco-niches, as niches help coordinate dynamical patterns across larger spatiotemporal scales. We call this approach variational ecology. We argue that, when applied to cultural animals such as humans, variational ecology enables us to formulate not just a physics of individual minds, but also a physics of interacting minds across spatial and temporal scales – a physics of sentient systems that range from cells to societies.
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spelling pubmed-69412272020-01-07 Variational ecology and the physics of sentient systems Ramstead, Maxwell J.D. Constant, Axel Badcock, Paul B. Friston, Karl J. Phys Life Rev Article This paper addresses the challenges faced by multiscale formulations of the variational (free energy) approach to dynamics that obtain for large-scale ensembles. We review a framework for modelling complex adaptive control systems for multiscale free energy bounding organism–niche dynamics, thereby integrating the modelling strategies and heuristics of variational neuroethology with a broader perspective on the ecological nestedness of biotic systems. We extend the multiscale variational formulation beyond the action–perception loops of individual organisms by appealing to the variational approach to niche construction to explain the dynamics of coupled systems constituted by organisms and their ecological niche. We suggest that the statistical robustness of living systems is inherited, in part, from their eco-niches, as niches help coordinate dynamical patterns across larger spatiotemporal scales. We call this approach variational ecology. We argue that, when applied to cultural animals such as humans, variational ecology enables us to formulate not just a physics of individual minds, but also a physics of interacting minds across spatial and temporal scales – a physics of sentient systems that range from cells to societies. Elsevier 2019-12 /pmc/articles/PMC6941227/ /pubmed/30655223 http://dx.doi.org/10.1016/j.plrev.2018.12.002 Text en © 2019 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ramstead, Maxwell J.D.
Constant, Axel
Badcock, Paul B.
Friston, Karl J.
Variational ecology and the physics of sentient systems
title Variational ecology and the physics of sentient systems
title_full Variational ecology and the physics of sentient systems
title_fullStr Variational ecology and the physics of sentient systems
title_full_unstemmed Variational ecology and the physics of sentient systems
title_short Variational ecology and the physics of sentient systems
title_sort variational ecology and the physics of sentient systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6941227/
https://www.ncbi.nlm.nih.gov/pubmed/30655223
http://dx.doi.org/10.1016/j.plrev.2018.12.002
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