The Mathematical Structure of Integrated Information Theory
Johannes Kleiner, Sean Tull
Frontiers in Applied Mathematics and Statistics June 4, 2021 DOI: 10.3389/fams.2020.602973 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Theoretical or philosophical paper Peer reviewed |
|---|---|
| Key points | Proposes a generalized mathematical formulation of Integrated Information Theory that unifies IIT 3.0 and Quantum IIT as special cases. |
Abstract
Integrated Information Theory is one of the leading models of consciousness. It aims to describe both the quality and quantity of the conscious experience of a physical system, such as the brain, in a particular state. In this contribution, we propound the mathematical structure of the theory, separating the essentials from auxiliary formal tools. We provide a definition of a generalized IIT which has IIT 3.0 of Tononi et al., as well as the Quantum IIT introduced by Zanardi et al. as special cases. This provides an axiomatic definition of the theory which may serve as the starting point for future formal investigations and as an introduction suitable for researchers with a formal background.
Citations in the library
Cited by 24
- The strength of weak integrated information theory Trends in Cognitive Sciences June 1, 2022
- Explanatory profiles of models of consciousness - towards a systematic classification. Neuroscience of Consciousness August 27, 2021
- Mathematical Models of Consciousness. Entropy (Basel, Switzerland) May 30, 2020
- Adversarial Collaboration on a Drake-S Equation for the Survival Question Journal of Scientific Exploration May 22, 2022
- The experimental study of consciousness: Is psychology travelling back to the future? International Journal of Clinical and Health Psychology June 21, 2024
and 19 more in the library
Cites 22
- An information integration theory of consciousness BMC Neuroscience November 2, 2004
- Neural correlates of consciousness: progress and problems Nature Reviews Neuroscience April 20, 2016
- Consciousness as Integrated Information: a Provisional Manifesto Biological Bulletin December 1, 2008
- A Theoretically Based Index of Consciousness Independent of Sensory Processing and Behavior Science Translational Medicine August 14, 2013
- Stratification of unresponsive patients by an independently validated index of brain complexity Annals of Neurology September 22, 2016
and 17 more in the library