Literature DB >> 33286381

Mathematical Models of Consciousness.

Johannes Kleiner1.   

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.

Entities:  

Keywords:  epistemic asymmetry; experience space; mathematical consciousness science; mathematical phenomenology; models of consciousness; non-collatability; phenomenal consciousness; phenomenal space; theories of consciousness

Year:  2020        PMID: 33286381      PMCID: PMC7517149          DOI: 10.3390/e22060609

Source DB:  PubMed          Journal:  Entropy (Basel)        ISSN: 1099-4300            Impact factor:   2.524


  10 in total

1.  Using category theory to assess the relationship between consciousness and integrated information theory.

Authors:  Naotsugu Tsuchiya; Shigeru Taguchi; Hayato Saigo
Journal:  Neurosci Res       Date:  2015-12-31       Impact factor: 3.304

Review 2.  Global workspace theory of consciousness: toward a cognitive neuroscience of human experience.

Authors:  Bernard J Baars
Journal:  Prog Brain Res       Date:  2005       Impact factor: 2.453

3.  Consciousness as integrated information: a provisional manifesto.

Authors:  Giulio Tononi
Journal:  Biol Bull       Date:  2008-12       Impact factor: 1.818

4.  A neuronal model of a global workspace in effortful cognitive tasks.

Authors:  S Dehaene; M Kerszberg; J P Changeux
Journal:  Proc Natl Acad Sci U S A       Date:  1998-11-24       Impact factor: 11.205

5.  Consciousness and topologically structured phenomenal spaces.

Authors:  Robert Prentner
Journal:  Conscious Cogn       Date:  2019-02-26

6.  PyPhi: A toolbox for integrated information theory.

Authors:  William G P Mayner; William Marshall; Larissa Albantakis; Graham Findlay; Robert Marchman; Giulio Tononi
Journal:  PLoS Comput Biol       Date:  2018-07-26       Impact factor: 4.475

7.  Towards a cognitive neuroscience of consciousness: basic evidence and a workspace framework.

Authors:  S Dehaene; L Naccache
Journal:  Cognition       Date:  2001-04

8.  Objects of consciousness.

Authors:  Donald D Hoffman; Chetan Prakash
Journal:  Front Psychol       Date:  2014-06-17

9.  From the phenomenology to the mechanisms of consciousness: Integrated Information Theory 3.0.

Authors:  Masafumi Oizumi; Larissa Albantakis; Giulio Tononi
Journal:  PLoS Comput Biol       Date:  2014-05-08       Impact factor: 4.475

10.  On human consciousness: A mathematical perspective.

Authors:  Peter Grindrod
Journal:  Netw Neurosci       Date:  2018-03-01
  10 in total
  1 in total

1.  Holographic Duality and the Physics of Consciousness.

Authors:  Uziel Awret
Journal:  Front Syst Neurosci       Date:  2022-03-15
  1 in total

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