Cargando…
Informational structures: A dynamical system approach for integrated information
Integrated Information Theory (IIT) has become nowadays the most sensible general theory of consciousness. In addition to very important statements, it opens the door for an abstract (mathematical) formulation of the theory. Given a mechanism in a particular state, IIT identifies a conscious experie...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6161919/ https://www.ncbi.nlm.nih.gov/pubmed/30212467 http://dx.doi.org/10.1371/journal.pcbi.1006154 |
_version_ | 1783359076445454336 |
---|---|
author | Esteban, Francisco J. Galadí, Javier A. Langa, José A. Portillo, José R. Soler-Toscano, Fernando |
author_facet | Esteban, Francisco J. Galadí, Javier A. Langa, José A. Portillo, José R. Soler-Toscano, Fernando |
author_sort | Esteban, Francisco J. |
collection | PubMed |
description | Integrated Information Theory (IIT) has become nowadays the most sensible general theory of consciousness. In addition to very important statements, it opens the door for an abstract (mathematical) formulation of the theory. Given a mechanism in a particular state, IIT identifies a conscious experience with a conceptual structure, an informational object which exists, is composed of identified parts, is informative, integrated and maximally irreducible. This paper introduces a space-time continuous version of the concept of integrated information. To this aim, a graph and a dynamical systems treatment is used to define, for a given mechanism in a state for which a dynamics is settled, an Informational Structure, which is associated to the global attractor at each time of the system. By definition, the informational structure determines all the past and future behavior of the system, possesses an informational nature and, moreover, enriches all the points of the phase space with cause-effect power by means of its associated Informational Field. A detailed description of its inner structure by invariants and connections between them allows to associate a transition probability matrix to each informational structure and to develop a measure for the level of integrated information of the system. |
format | Online Article Text |
id | pubmed-6161919 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-61619192018-10-19 Informational structures: A dynamical system approach for integrated information Esteban, Francisco J. Galadí, Javier A. Langa, José A. Portillo, José R. Soler-Toscano, Fernando PLoS Comput Biol Research Article Integrated Information Theory (IIT) has become nowadays the most sensible general theory of consciousness. In addition to very important statements, it opens the door for an abstract (mathematical) formulation of the theory. Given a mechanism in a particular state, IIT identifies a conscious experience with a conceptual structure, an informational object which exists, is composed of identified parts, is informative, integrated and maximally irreducible. This paper introduces a space-time continuous version of the concept of integrated information. To this aim, a graph and a dynamical systems treatment is used to define, for a given mechanism in a state for which a dynamics is settled, an Informational Structure, which is associated to the global attractor at each time of the system. By definition, the informational structure determines all the past and future behavior of the system, possesses an informational nature and, moreover, enriches all the points of the phase space with cause-effect power by means of its associated Informational Field. A detailed description of its inner structure by invariants and connections between them allows to associate a transition probability matrix to each informational structure and to develop a measure for the level of integrated information of the system. Public Library of Science 2018-09-13 /pmc/articles/PMC6161919/ /pubmed/30212467 http://dx.doi.org/10.1371/journal.pcbi.1006154 Text en © 2018 Esteban et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Esteban, Francisco J. Galadí, Javier A. Langa, José A. Portillo, José R. Soler-Toscano, Fernando Informational structures: A dynamical system approach for integrated information |
title | Informational structures: A dynamical system approach for integrated information |
title_full | Informational structures: A dynamical system approach for integrated information |
title_fullStr | Informational structures: A dynamical system approach for integrated information |
title_full_unstemmed | Informational structures: A dynamical system approach for integrated information |
title_short | Informational structures: A dynamical system approach for integrated information |
title_sort | informational structures: a dynamical system approach for integrated information |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6161919/ https://www.ncbi.nlm.nih.gov/pubmed/30212467 http://dx.doi.org/10.1371/journal.pcbi.1006154 |
work_keys_str_mv | AT estebanfranciscoj informationalstructuresadynamicalsystemapproachforintegratedinformation AT galadijaviera informationalstructuresadynamicalsystemapproachforintegratedinformation AT langajosea informationalstructuresadynamicalsystemapproachforintegratedinformation AT portillojoser informationalstructuresadynamicalsystemapproachforintegratedinformation AT solertoscanofernando informationalstructuresadynamicalsystemapproachforintegratedinformation |