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Mathematical Models of Consciousness

Johannes Kleiner

2020Entropy37 citationsDOIOpen Access PDF

Abstract

In recent years, promising mathematical models have been proposed that aim to describe conscious experience and its relation to the physical domain. Whereas the axioms and metaphysical ideas of these theories have been carefully motivated, their mathematical formalism has not. In this article, we aim to remedy this situation. We give an account of what warrants mathematical representation of phenomenal experience, derive a general mathematical framework that takes into account consciousness' epistemic context, and study which mathematical structures some of the key characteristics of conscious experience imply, showing precisely where mathematical approaches allow to go beyond what the standard methodology can do. The result is a general mathematical framework for models of consciousness that can be employed in the theory-building process.

Topics & Concepts

Mathematical modelMathematical structureAxiomConsciousnessMathematical theoryComputer scienceFormalism (music)Cognitive scienceRepresentation (politics)Relation (database)Artificial intelligenceMetaphysicsEpistemologyMathematical problemMathematicsFormal descriptionCalculus (dental)Key (lock)Mathematical psychologyMathematical economicsMathematical proofComputational modelManagement scienceCognitive Science and Education ResearchEmbodied and Extended CognitionPhilosophy and Theoretical Science
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