Cargando…

System Integrated Information

Integrated information theory (IIT) starts from consciousness itself and identifies a set of properties (axioms) that are true of every conceivable experience. The axioms are translated into a set of postulates about the substrate of consciousness (called a complex), which are then used to formulate...

Descripción completa

Detalles Bibliográficos
Autores principales: Marshall, William, Grasso, Matteo, Mayner, William G. P., Zaeemzadeh, Alireza, Barbosa, Leonardo S., Chastain, Erick, Findlay, Graham, Sasai, Shuntaro, Albantakis, Larissa, Tononi, Giulio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9955253/
https://www.ncbi.nlm.nih.gov/pubmed/36832700
http://dx.doi.org/10.3390/e25020334
Descripción
Sumario:Integrated information theory (IIT) starts from consciousness itself and identifies a set of properties (axioms) that are true of every conceivable experience. The axioms are translated into a set of postulates about the substrate of consciousness (called a complex), which are then used to formulate a mathematical framework for assessing both the quality and quantity of experience. The explanatory identity proposed by IIT is that an experience is identical to the cause–effect structure unfolded from a maximally irreducible substrate (a [Formula: see text]-structure). In this work we introduce a definition for the integrated information of a system ([Formula: see text]) that is based on the existence, intrinsicality, information, and integration postulates of IIT. We explore how notions of determinism, degeneracy, and fault lines in the connectivity impact system-integrated information. We then demonstrate how the proposed measure identifies complexes as systems, the [Formula: see text] of which is greater than the [Formula: see text] of any overlapping candidate systems.