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Cognition as Morphological/Morphogenetic Embodied Computation In Vivo

Cognition, historically considered uniquely human capacity, has been recently found to be the ability of all living organisms, from single cells and up. This study approaches cognition from an info-computational stance, in which structures in nature are seen as information, and processes (informatio...

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Autor principal: Dodig-Crnkovic, Gordana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689251/
https://www.ncbi.nlm.nih.gov/pubmed/36359666
http://dx.doi.org/10.3390/e24111576
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author Dodig-Crnkovic, Gordana
author_facet Dodig-Crnkovic, Gordana
author_sort Dodig-Crnkovic, Gordana
collection PubMed
description Cognition, historically considered uniquely human capacity, has been recently found to be the ability of all living organisms, from single cells and up. This study approaches cognition from an info-computational stance, in which structures in nature are seen as information, and processes (information dynamics) are seen as computation, from the perspective of a cognizing agent. Cognition is understood as a network of concurrent morphological/morphogenetic computations unfolding as a result of self-assembly, self-organization, and autopoiesis of physical, chemical, and biological agents. The present-day human-centric view of cognition still prevailing in major encyclopedias has a variety of open problems. This article considers recent research about morphological computation, morphogenesis, agency, basal cognition, extended evolutionary synthesis, free energy principle, cognition as Bayesian learning, active inference, and related topics, offering new theoretical and practical perspectives on problems inherent to the old computationalist cognitive models which were based on abstract symbol processing, and unaware of actual physical constraints and affordances of the embodiment of cognizing agents. A better understanding of cognition is centrally important for future artificial intelligence, robotics, medicine, and related fields.
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spelling pubmed-96892512022-11-25 Cognition as Morphological/Morphogenetic Embodied Computation In Vivo Dodig-Crnkovic, Gordana Entropy (Basel) Perspective Cognition, historically considered uniquely human capacity, has been recently found to be the ability of all living organisms, from single cells and up. This study approaches cognition from an info-computational stance, in which structures in nature are seen as information, and processes (information dynamics) are seen as computation, from the perspective of a cognizing agent. Cognition is understood as a network of concurrent morphological/morphogenetic computations unfolding as a result of self-assembly, self-organization, and autopoiesis of physical, chemical, and biological agents. The present-day human-centric view of cognition still prevailing in major encyclopedias has a variety of open problems. This article considers recent research about morphological computation, morphogenesis, agency, basal cognition, extended evolutionary synthesis, free energy principle, cognition as Bayesian learning, active inference, and related topics, offering new theoretical and practical perspectives on problems inherent to the old computationalist cognitive models which were based on abstract symbol processing, and unaware of actual physical constraints and affordances of the embodiment of cognizing agents. A better understanding of cognition is centrally important for future artificial intelligence, robotics, medicine, and related fields. MDPI 2022-10-31 /pmc/articles/PMC9689251/ /pubmed/36359666 http://dx.doi.org/10.3390/e24111576 Text en © 2022 by the author. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Perspective
Dodig-Crnkovic, Gordana
Cognition as Morphological/Morphogenetic Embodied Computation In Vivo
title Cognition as Morphological/Morphogenetic Embodied Computation In Vivo
title_full Cognition as Morphological/Morphogenetic Embodied Computation In Vivo
title_fullStr Cognition as Morphological/Morphogenetic Embodied Computation In Vivo
title_full_unstemmed Cognition as Morphological/Morphogenetic Embodied Computation In Vivo
title_short Cognition as Morphological/Morphogenetic Embodied Computation In Vivo
title_sort cognition as morphological/morphogenetic embodied computation in vivo
topic Perspective
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689251/
https://www.ncbi.nlm.nih.gov/pubmed/36359666
http://dx.doi.org/10.3390/e24111576
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