Brain Principles Programming Full article
| Conference |
The 15th Annual AGI Conference, WA, SEATTLE, USA (19-22 AUGUST 2022) 19-22 Aug 2022 , Seattle |
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| Source | Artificial General Intelligence : 15th International Conference, AGI 2022, Seattle, WA, USA, August 19–22, 2022, Proceedings Compilation, Springer Cham. Switzerland.2023. 472 c. ISBN 978-3-031-19907-3. |
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| Journal |
Lecture Notes in Computer Science
ISSN: 0302-9743 , E-ISSN: 1611-3349 |
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| Output data | Year: 2023, Volume: 13539, Pages: 424-433 Pages count : 10 DOI: 10.1007/978-3-031-19907-3_41 | ||||||
| Tags | Brain principles, Categorization, Category theory, Formal concepts | ||||||
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Abstract:
The monograph “Strong Artificial Intelligence. On the Approaches to Superintelligence”, referenced by this paper, provides a cross-disciplinary review of Artificial General Intelligence (AGI). As an anthropomorphic direction of research, it considers Brain Principles Programming (BPP) – the formalization of universal mechanisms (principles) of the brain’s work with information, which are implemented at all levels of the organization of nervous tissue. This monograph provides a formalization of these principles in terms of the category theory. However, this formalization is not enough to develop algorithms for working with this information. In the paper, for the description and modeling of BPP, it is proposed to apply mathematical models and algorithms developed by us earlier that model cognitive functions, which are based on well-known physiological, psychological and other natural science theories. The paper uses mathematical models and algorithms of the following theories: P.K.Anokhin’s Theory of Functional Brain Systems, Eleonor Rosh’s prototypical categorization theory, Bob Rehter’s theory of causal models and “natural” classification. As a result, the formalization of the BPP is obtained and computer examples are given that demonstrate the algorithm’s operation.
Cite:
Vityaev E.
, Kolonin A.
, Kurpatov A.
, Molchanov A.
Brain Principles Programming
In compilation Artificial General Intelligence : 15th International Conference, AGI 2022, Seattle, WA, USA, August 19–22, 2022, Proceedings. – Springer Cham., 2023. – C.424-433. – ISBN 978-3-031-19907-3. DOI: 10.1007/978-3-031-19907-3_41 WOS Scopus OpenAlex
Brain Principles Programming
In compilation Artificial General Intelligence : 15th International Conference, AGI 2022, Seattle, WA, USA, August 19–22, 2022, Proceedings. – Springer Cham., 2023. – C.424-433. – ISBN 978-3-031-19907-3. DOI: 10.1007/978-3-031-19907-3_41 WOS Scopus OpenAlex
Dates:
| Published print: | Jan 14, 2023 |
| Published online: | Jan 14, 2023 |
Identifiers:
| Web of science: | WOS:000971476600041 |
| Scopus: | 2-s2.0-85148688681 |
| OpenAlex: | W4316039814 |
Citing:
| DB | Citing |
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| OpenAlex | 2 |