Qualia: The Geometry of Integrated Information
PLoS Computational Biology August 13, 2009 DOI: 10.1371/journal.pcbi.1000462 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Theoretical or philosophical paper Qualitative Peer reviewed |
|---|---|
| Keywords | Qualia Geometry Consciousness |
| Citations | 272 |
| Key points | Proposes that the quality of conscious experience can be characterized by a shape in qualia space defined by informational relationships, and the quantity of consciousness is the height of that shape (phi). |
Abstract
According to the integrated information theory, the quantity of consciousness is the amount of integrated information generated by a complex of elements, and the quality of experience is specified by the informational relationships it generates. This paper outlines a framework for characterizing the informational relationships generated by such systems. Qualia space (Q) is a space having an axis for each possible state (activity pattern) of a complex. Within Q, each submechanism specifies a point corresponding to a repertoire of system states. Arrows between repertoires in Q define informational relationships. Together, these arrows specify a quale -- a shape that completely and univocally characterizes the quality of a conscious experience. Phi -- the height of this shape -- is the quantity of consciousness associated with the experience. Entanglement measures how irreducible informational relationships are to their component relationships, specifying concepts and modes. Several corollaries follow from these premises. The quale is determined by both the mechanism and state of the system. Thus, two different systems having identical activity patterns may generate different qualia. Conversely, the same quale may be generated by two systems that differ in both activity and connectivity. Both active and inactive elements specify a quale, but elements that are inactivated do not. Also, the activation of an element affects experience by changing the shape of the quale. The subdivision of experience into modalities and submodalities corresponds to subshapes in Q. In principle, different aspects of experience may be classified as different shapes in Q, and the similarity between experiences reduces to similarities between shapes. Finally, specific qualities, such as the "redness" of red, while generated by a local mechanism, cannot be reduced to it, but require considering the entire quale. Ultimately, the present framework may offer a principled way for translating qualitative properties of experience into mathematics.
Citations in the library
Cited by 109
- No-Report Paradigms: Extracting the True Neural Correlates of Consciousness Trends in Cognitive Sciences November 13, 2015
- Integrated information theory of consciousness: an updated account. December 1, 2012
- The Computational Boundary of a “Self”: Developmental Bioelectricity Drives Multicellularity and Scale-Free Cognition Frontiers in Psychology December 13, 2019
- Practical Measures of Integrated Information for Time-Series Data PLoS Computational Biology January 20, 2011
- Integrating information in the brain's EM field: the cemi field theory of consciousness. Neuroscience of Consciousness 2020
and 104 more in the library
Cites 5
- An information integration theory of consciousness BMC Neuroscience November 2, 2004
- Integrated Information in Discrete Dynamical Systems: Motivation and Theoretical Framework PLoS Computational Biology June 12, 2008
- Attention regulation and monitoring in meditation. Trends in Cognitive Sciences April 1, 2008
- A framework for consciousness Nature Neuroscience February 1, 2003
- Color, consciousness, and the isomorphism constraint. Behavioral and Brain Sciences December 1, 1999