Unified Formalization of «natural» Classification, «natural» Concepts, and Consciousness as Integrated Information by Giulio Tononi

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Unified Formalization of «natural» Classification, «natural» Concepts, and Consciousness as Integrated Information by Giulio Tononi. / Vityaev, Evgenii.

в: Procedia Computer Science, Том 71, 2015, стр. 169-177.

Результаты исследований: Научные публикации в периодических изданиях › статья по материалам конференции › Рецензирование

BibTeX

@article{e80ce9501b0e4e219bd40092445212ec,

title = "Unified Formalization of «natural» Classification, «natural» Concepts, and Consciousness as Integrated Information by Giulio Tononi",

abstract = "The paper shows that the basis for the construction of {"}natural{"} classifications, {"}natural{"} concepts and integrated information is the same property of the objects of the external world - the high correlation of attributes describing the objects of {"}natural{"} classes. The hypothesis that the information processes of the brain and mind tuned in the course of evolution to extract highly correlated structure attributes of {"}natural{"} objects by forming {"}natural{"} concepts of the objects was suggested. This hypothesis is justified by references to a number of famous works. Besides, the original mathematical model is proposed, which formalizes the {"}natural{"} classifications, {"}natural{"} concepts and the integrated information by G. Tononi, based on a mathematical representation of the system, closed upon itself by causal relationships that form a certain {"}resonance{"} of mutual predictions of highly correlated set of attributes of objects of {"}natural{"} classes. The results of computer modeling of building {"}natural{"} classes and concepts for coded digits are introduced.",

keywords = "Categorization, Clustering, Concepts, Integrated Information, Natural classification, Natural Concepts",

author = "Evgenii Vityaev",

year = "2015",

doi = "10.1016/j.procs.2015.12.191",

language = "English",

volume = "71",

pages = "169--177",

journal = "Procedia Computer Science",

issn = "1877-0509",

publisher = "Elsevier",

note = "6th Annual International Conference on Biologically Inspired Cognitive Architectures, BICA 2015 ; Conference date: 06-11-2015 Through 08-11-2015",

}

RIS

TY - JOUR

T1 - Unified Formalization of «natural» Classification, «natural» Concepts, and Consciousness as Integrated Information by Giulio Tononi

AU - Vityaev, Evgenii

PY - 2015

Y1 - 2015

N2 - The paper shows that the basis for the construction of "natural" classifications, "natural" concepts and integrated information is the same property of the objects of the external world - the high correlation of attributes describing the objects of "natural" classes. The hypothesis that the information processes of the brain and mind tuned in the course of evolution to extract highly correlated structure attributes of "natural" objects by forming "natural" concepts of the objects was suggested. This hypothesis is justified by references to a number of famous works. Besides, the original mathematical model is proposed, which formalizes the "natural" classifications, "natural" concepts and the integrated information by G. Tononi, based on a mathematical representation of the system, closed upon itself by causal relationships that form a certain "resonance" of mutual predictions of highly correlated set of attributes of objects of "natural" classes. The results of computer modeling of building "natural" classes and concepts for coded digits are introduced.

AB - The paper shows that the basis for the construction of "natural" classifications, "natural" concepts and integrated information is the same property of the objects of the external world - the high correlation of attributes describing the objects of "natural" classes. The hypothesis that the information processes of the brain and mind tuned in the course of evolution to extract highly correlated structure attributes of "natural" objects by forming "natural" concepts of the objects was suggested. This hypothesis is justified by references to a number of famous works. Besides, the original mathematical model is proposed, which formalizes the "natural" classifications, "natural" concepts and the integrated information by G. Tononi, based on a mathematical representation of the system, closed upon itself by causal relationships that form a certain "resonance" of mutual predictions of highly correlated set of attributes of objects of "natural" classes. The results of computer modeling of building "natural" classes and concepts for coded digits are introduced.

KW - Categorization

KW - Clustering

KW - Concepts

KW - Integrated Information

KW - Natural classification

KW - Natural Concepts

UR - http://www.scopus.com/inward/record.url?scp=84962780195&partnerID=8YFLogxK

U2 - 10.1016/j.procs.2015.12.191

DO - 10.1016/j.procs.2015.12.191

M3 - Conference article

AN - SCOPUS:84962780195

VL - 71

SP - 169

EP - 177

JO - Procedia Computer Science

JF - Procedia Computer Science

SN - 1877-0509

T2 - 6th Annual International Conference on Biologically Inspired Cognitive Architectures, BICA 2015

Y2 - 6 November 2015 through 8 November 2015

ER -

ID: 25327702