Optical parallel-hierarchical structures of correlation interactions multistage process analysis for organization of neuro-like computing

Leonid I. Timchenko, Natalia I. Kokriatska, Volodymyr Tverdomed, Oleksandr Stetsenko, Mykhailo Braikovskyi, Liudmyla Semenova, Oleksandr Reshetnik, Liudmyla A. Savytska, Dmytro Zhuk, Paweł Komada

2 more authors

Kuralay Mukhsina, Lyailya Tukenova

2023

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DOI 10.1117/12.3022510
Data confidence 70 medium
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Abstract

The article examines the analysis of the multistage process of correlation interactions in parallel-hierarchical structures for organization of neuro-like calculations. The process of formation of parallel-hierarchical network is considered in detail. The graph-scheme of PH transformation is given. The process of elements formation for five levels of the network is analyzed. It was determined which elements are correlated and decorrelated in time. Based on the analysis, a structural-functional model of correlation interactions of parallel-hierarchical network elements was developed.