Literature DB >> 28554611

A mathematical model of embodied consciousness.

David Rudrauf1, Daniel Bennequin2, Isabela Granic3, Gregory Landini4, Karl Friston5, Kenneth Williford6.   

Abstract

We introduce a mathematical model of embodied consciousness, the Projective Consciousness Model (PCM), which is based on the hypothesis that the spatial field of consciousness (FoC) is structured by a projective geometry and under the control of a process of active inference. The FoC in the PCM combines multisensory evidence with prior beliefs in memory and frames them by selecting points of view and perspectives according to preferences. The choice of projective frames governs how expectations are transformed by consciousness. Violations of expectation are encoded as free energy. Free energy minimization drives perspective taking, and controls the switch between perception, imagination and action. In the PCM, consciousness functions as an algorithm for the maximization of resilience, using projective perspective taking and imagination in order to escape local minima of free energy. The PCM can account for a variety of psychological phenomena: the characteristic spatial phenomenology of subjective experience, the distinctions and integral relationships between perception, imagination and action, the role of affective processes in intentionality, but also perceptual phenomena such as the dynamics of bistable figures and body swap illusions in virtual reality. It relates phenomenology to function, showing the computational advantages of consciousness. It suggests that changes of brain states from unconscious to conscious reflect the action of projective transformations and suggests specific neurophenomenological hypotheses about the brain, guidelines for designing artificial systems, and formal principles for psychology.
Copyright © 2017 Elsevier Ltd. All rights reserved.

Keywords:  Active inference; Bayesian approaches to cognition; Cognitive resilience; Consciousness; Embodiment; Free energy minimization; Mathematical model; Perspective taking; Point of view; Predictive coding; Projective geometry; Self-Consciousness; Spatial phenomenology; Subjective experience

Mesh:

Year:  2017        PMID: 28554611     DOI: 10.1016/j.jtbi.2017.05.032

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  11 in total

Review 1.  Theoretical Models of Consciousness: A Scoping Review.

Authors:  Davide Sattin; Francesca Giulia Magnani; Laura Bartesaghi; Milena Caputo; Andrea Veronica Fittipaldo; Martina Cacciatore; Mario Picozzi; Matilde Leonardi
Journal:  Brain Sci       Date:  2021-04-24

2.  An Integrated World Modeling Theory (IWMT) of Consciousness: Combining Integrated Information and Global Neuronal Workspace Theories With the Free Energy Principle and Active Inference Framework; Toward Solving the Hard Problem and Characterizing Agentic Causation.

Authors:  Adam Safron
Journal:  Front Artif Intell       Date:  2020-06-09

3.  Qualia and Phenomenal Consciousness Arise From the Information Structure of an Electromagnetic Field in the Brain.

Authors:  Lawrence M Ward; Ramón Guevara
Journal:  Front Hum Neurosci       Date:  2022-07-04       Impact factor: 3.473

4.  'Seeing the Dark': Grounding Phenomenal Transparency and Opacity in Precision Estimation for Active Inference.

Authors:  Jakub Limanowski; Karl Friston
Journal:  Front Psychol       Date:  2018-05-04

Review 5.  Rapid Eye Movements in Sleep Furnish a Unique Probe Into Consciousness.

Authors:  Charles C-H Hong; James H Fallon; Karl J Friston; James C Harris
Journal:  Front Psychol       Date:  2018-10-31

6.  Lessons From Astronomy and Biology for the Mind-Copernican Revolution in Neuroscience.

Authors:  Georg Northoff
Journal:  Front Hum Neurosci       Date:  2019-09-19       Impact factor: 3.169

7.  The Thalamus as a Blackboard for Perception and Planning.

Authors:  Robert Worden; Max S Bennett; Victorita Neacsu
Journal:  Front Behav Neurosci       Date:  2021-03-01       Impact factor: 3.558

Review 8.  Voluntary control of auditory hallucinations: phenomenology to therapeutic implications.

Authors:  Ariel Swyer; Albert R Powers
Journal:  NPJ Schizophr       Date:  2020-08-04

9.  How Organisms Gained Causal Independence and How It Might Be Quantified.

Authors:  Keith Douglas Farnsworth
Journal:  Biology (Basel)       Date:  2018-06-29

10.  Risk Factors of Enterostomy Infection Caused by Bacterial Infection through Mathematical Modelling-Based Information Data Analysis.

Authors:  Jing Li; Xiaoyu Liu; Jun Chen
Journal:  J Healthc Eng       Date:  2021-10-16       Impact factor: 2.682

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