System Integrated Information

Author:

Marshall William12ORCID,Grasso Matteo1ORCID,Mayner William G. P.13ORCID,Zaeemzadeh Alireza1ORCID,Barbosa Leonardo S.14,Chastain Erick5ORCID,Findlay Graham13ORCID,Sasai Shuntaro16ORCID,Albantakis Larissa1ORCID,Tononi Giulio1

Affiliation:

1. Department of Psychiatry, University of Wisconsin-Madison, Madison, WI 53719, USA

2. Department of Mathematics and Statistics, Brock University, St. Catharines, ON L2S 3A1, Canada

3. Neuroscience Training Program, University of Wisconsin-Madison, Madison, WI 53705, USA

4. Fralin Biomedical Research Institute at VTC, Virginia Tech, Roanoke, VA 24016, USA

5. Department of Mathematics, University of Dallas, Irving, TX 75062, USA

6. Araya Inc., Tokyo 107-0052, Japan

Abstract

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 Φ-structure). In this work we introduce a definition for the integrated information of a system (φs) 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 φs of which is greater than the φs of any overlapping candidate systems.

Funder

Tiny Blue Dot Foundation

Natural Science and Engineering Research Council of Canada

Templeton World Charity Foundation

Publisher

MDPI AG

Subject

General Physics and Astronomy

Reference23 articles.

1. Integrated information theory: From consciousness to its physical substrate;Tononi;Nat. Rev. Neurosci.,2016

2. Consciousness: Here, there and everywhere?;Tononi;Philos. Trans. R. Soc. B Biol. Sci.,2015

3. Albantakis, L., Barbosa, L., Findlay, G., Grasso, M., Haun, A.M., Marshall, W., Mayner, W.G., Zaeemzadeh, A., Boly, M., and Juel, B.E. (2022). Integrated information theory 4.0: A comprehensive overview. arXiv, arXiv:2212.14787.

4. Integrated information theory;Tononi;Scholarpedia,2015

5. Oizumi, M., Albantakis, L., and Tononi, G. (2014). From the phenomenology to the mechanisms of consciousness: Integrated information theory 3.0. PLoS Comput. Biol., 10.

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