On the Concept and Strategy of Creating Cybernetic Systems with Artificial Intelligence

被引:0
作者
V. P. Boyun
机构
[1] National Academy of Sciences of Ukraine,V. M. Glushkov Institute of Cybernetics
来源
Cybernetics and Systems Analysis | 2023年 / 59卷
关键词
artificial intelligence; cybernetic system; measure of change; dynamic information; heuristics; knowledge gains; evolutionary approaches; ontologies; circular organization of neurons; hierarchical management; ability to learn and adapt;
D O I
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中图分类号
学科分类号
摘要
The stages of creating systems with artificial intelligence, functional requirements for them, principles of organizing the architecture of cybernetic systems with artificial intelligence, and approaches to the implementation of the components of such a system are considered, in particular, the use of heuristics, evolutional approach, the methods of planning experiments, increments in knowledge, of ontologies for describing and excreting knowledge from texts, system analysis for structuring problems, etc. The efficiency of using principles of ring and linear organization of receptive fields of neurons, typical modes of functioning of the human visual analyzer, principles of hierarchical management in intellectual channels of information perception and processing in the brain and their interaction, and the ability to learn by experience and adaptation is shown.
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页码:713 / 724
页数:11
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