TY - JOUR
T1 - Mathematics and the brain
T2 - A category theoretical approach to go beyond the neural correlates of consciousness
AU - Northoff, Georg
AU - Tsuchiya, Naotsugu
AU - Saigo, Hayato
PY - 2019/12/1
Y1 - 2019/12/1
N2 - 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 dierent 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.
AB - 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 dierent 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.
KW - Category theory
KW - Consciousness
KW - Integrated information theory
KW - Mathematics
KW - Neural correlates of consciousness
KW - Temporospatial theory of consciousness
UR - http://www.scopus.com/inward/record.url?scp=85078494676&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85078494676&partnerID=8YFLogxK
U2 - 10.3390/e21121234
DO - 10.3390/e21121234
M3 - Review article
AN - SCOPUS:85078494676
SN - 1099-4300
VL - 21
JO - Entropy
JF - Entropy
IS - 12
M1 - 1234
ER -