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Mathematics and the Brain: A Category Theoretical Approach to Go Beyond the Neural Correlates of Consciousness

Consciousness is a central issue in neuroscience, however, we still lack a formal framework that can address the nature of the relationship between consciousness and its physical substrates. In this review, we provide a novel mathematical framework of category theory (CT), in which we can define and...

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Autores principales: Northoff, Georg, Tsuchiya, Naotsugu, Saigo, Hayato
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514579/
http://dx.doi.org/10.3390/e21121234
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author Northoff, Georg
Tsuchiya, Naotsugu
Saigo, Hayato
author_facet Northoff, Georg
Tsuchiya, Naotsugu
Saigo, Hayato
author_sort Northoff, Georg
collection PubMed
description Consciousness is a central issue in neuroscience, however, we still lack a formal framework that can address the nature of the relationship between consciousness and its physical substrates. In this review, we provide a novel mathematical framework of category theory (CT), in which we can define and study the sameness between different domains of phenomena such as consciousness and its neural substrates. CT was designed and developed to deal with the relationships between various domains of phenomena. We introduce three concepts of CT which include (i) category; (ii) inclusion functor and expansion functor; and, most importantly, (iii) natural transformation between the functors. Each of these mathematical concepts is related to specific features in the neural correlates of consciousness (NCC). In this novel framework, we will examine two of the major theories of consciousness, integrated information theory (IIT) of consciousness and temporospatial theory of consciousness (TTC). We conclude that CT, especially the application of the notion of natural transformation, highlights that we need to go beyond NCC and unravels questions that need to be addressed by any future neuroscientific theory of consciousness.
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spelling pubmed-75145792020-11-09 Mathematics and the Brain: A Category Theoretical Approach to Go Beyond the Neural Correlates of Consciousness Northoff, Georg Tsuchiya, Naotsugu Saigo, Hayato Entropy (Basel) Review Consciousness is a central issue in neuroscience, however, we still lack a formal framework that can address the nature of the relationship between consciousness and its physical substrates. In this review, we provide a novel mathematical framework of category theory (CT), in which we can define and study the sameness between different domains of phenomena such as consciousness and its neural substrates. CT was designed and developed to deal with the relationships between various domains of phenomena. We introduce three concepts of CT which include (i) category; (ii) inclusion functor and expansion functor; and, most importantly, (iii) natural transformation between the functors. Each of these mathematical concepts is related to specific features in the neural correlates of consciousness (NCC). In this novel framework, we will examine two of the major theories of consciousness, integrated information theory (IIT) of consciousness and temporospatial theory of consciousness (TTC). We conclude that CT, especially the application of the notion of natural transformation, highlights that we need to go beyond NCC and unravels questions that need to be addressed by any future neuroscientific theory of consciousness. MDPI 2019-12-17 /pmc/articles/PMC7514579/ http://dx.doi.org/10.3390/e21121234 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Northoff, Georg
Tsuchiya, Naotsugu
Saigo, Hayato
Mathematics and the Brain: A Category Theoretical Approach to Go Beyond the Neural Correlates of Consciousness
title Mathematics and the Brain: A Category Theoretical Approach to Go Beyond the Neural Correlates of Consciousness
title_full Mathematics and the Brain: A Category Theoretical Approach to Go Beyond the Neural Correlates of Consciousness
title_fullStr Mathematics and the Brain: A Category Theoretical Approach to Go Beyond the Neural Correlates of Consciousness
title_full_unstemmed Mathematics and the Brain: A Category Theoretical Approach to Go Beyond the Neural Correlates of Consciousness
title_short Mathematics and the Brain: A Category Theoretical Approach to Go Beyond the Neural Correlates of Consciousness
title_sort mathematics and the brain: a category theoretical approach to go beyond the neural correlates of consciousness
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514579/
http://dx.doi.org/10.3390/e21121234
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