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20 December 2023 Optical parallel-hierarchical structures of correlation interactions multistage process analysis for organization of neuro-like computing
Leonid Tymchenko, Natalia Kokriatska, Volodymyr Tverdomed, Oleksandr Stetsenko, Mykhailo Braikovskyi, Liudmyla Semenova, Oleksandr Reshetnik, Liudmyla Savytska, Dmytro Zhuk, Paweł Komada, Kuralay Mukhsina, Lyailya Tukenova
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Proceedings Volume 12985, Optical Fibers and Their Applications 2023; 1298504 (2023) https://doi.org/10.1117/12.3022510
Event: Optical Fibers and Their Applications 2023, 2023, Lublin, Poland
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.
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Leonid Tymchenko, Natalia Kokriatska, Volodymyr Tverdomed, Oleksandr Stetsenko, Mykhailo Braikovskyi, Liudmyla Semenova, Oleksandr Reshetnik, Liudmyla Savytska, Dmytro Zhuk, Paweł Komada, Kuralay Mukhsina, and Lyailya Tukenova "Optical parallel-hierarchical structures of correlation interactions multistage process analysis for organization of neuro-like computing", Proc. SPIE 12985, Optical Fibers and Their Applications 2023, 1298504 (20 December 2023); https://doi.org/10.1117/12.3022510
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KEYWORDS
Data processing
Optical networks
Optical components
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