To the Question of Physical Implementation of Optical Neural Networks

Kalimoldayev, Maksat; Technologies, Almaty Computational; Сулейменов, И. Э.; Pak, Ivan; Vitulyova, Elizaveta; Tasbulatova, Zarina; Yevstifeyev, Vladimir; Mun, Grigory; Telecommunications, Almaty

doi:10.32014/2019.2518-170x.57

Cited by 6 publications

(3 citation statements)

References 5 publications

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“…It was also proposed to use phase transitions, which are expressed in in the form of sharp solution turbidity, for the creation of information display systems [ 16 , 17 , 18 , 19 , 20 , 21 ]. Currently, this issue is being actualized in connection with attempts to achieve optical neural networks with controlled characteristics of optical elements [ 22 , 23 , 24 , 25 ].…”

Section: Introductionmentioning

confidence: 99%

Effect of the Formation of Hydrophilic and Hydrophobic–Hydrophilic Associates on the Behavior of Copolymers of N-Vinylpyrrolidone with Methyl Acrylate in Aqueous Solutions

Shaikhutdinov,

Mun,

Kopishev

et al. 2024

Polymers

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It has been shown that there exist conditions under which thermosensitive copolymers of N-vinylpyrrolidone with methyl acrylate form hydrophobic–hydrophilic associations, which are unstable dynamic meshes, the bonds in which are continuously broken and created again, and the nature of the formation of such meshes depends significantly on the proportion of the hydrophobic component in the copolymer. It is shown that the interaction of the above copolymers with polyacrylic acid results in the formation of not only classical interpolymer complexes, but also hydrophilic interpolymer associates, which also represent unstable networks existing in a dynamic mode. In such meshes, the molecules of the above copolymers serve as a kind of cross-agent connecting the polyacid molecules. There are also conditions under which such meshes acquire a complex structure, since unstable bonds between macromolecular tangles of both the same and different types take part in their formation. It is shown that the transition from the formation of interpolymer complexes to the formation of hydrophilic interpolymer associates can occur, among other things, due to changes in the acidity or concentration of low-molecular salt in solution.

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Section: Introductionmentioning

confidence: 99%

Effect of the Formation of Hydrophilic and Hydrophobic–Hydrophilic Associates on the Behavior of Copolymers of N-Vinylpyrrolidone with Methyl Acrylate in Aqueous Solutions

Shaikhutdinov,

Mun,

Kopishev

et al. 2024

Polymers

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“…More broadly, this approach creates the prerequisites for the implementation of human-machine systems that directly interact with the transpersonal level of information processing. The importance of this formulation of the question was demonstrated in [16].…”

Section: Introductionmentioning

confidence: 99%

Analysis of the statistics of information processes in telecommunication networks from the point of view of a neural-network model of the noosphere

Vitulyova,

Bakirov,

Shaltykova

et al. 2023

E3S Web Conf.

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It was found that the distribution of users of social networks by the number of contacts, as well as the statistics of telephone conversations by duration, obtained for different cities on the basis of experimental data, obey the same laws, expressed through a differential equation of the first order. This differential equation contains two phenomenological parameters, one of which is interpreted as the fractal dimension of the communication space, and the second is directly expressed through the Dunbar number or its analogue. Essentially, for all cities under investigation the numerical value of the parameter, interpreted as the fractal dimension of the communication space, remains constant with high accuracy. At the same time, the analogue of the Dunbar number, which describes the distribution of users of social online networks by the number of contacts, correlates with the population of the city. The results obtained are discussed from the point of view of the formation of a global communication network - the noosphere, which, due to the development of telecommunication technologies, is already de facto man-machine system. It is shown that the results obtained confirm the conclusion about the existence of objective laws describing the behavior of human-machine systems, made earlier on the basis of general philosophical considerations.

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“…965 of September 14, 2004 "About some measures for ensuring information security in the Republic of Kazakhstan" according to which "processing and storage of the data making the state secrets, office information of limited distribution are carried out on the computer aids which are not connected to the international (global) data transmission networks, the Internet and/or to the information networks, communication networks having an exit in the international (global) data transmission networks, the Internet". Moreover, the possibilities of practical realization of optical neural networks with a small number of elements is considered [2,3].…”

mentioning

confidence: 99%

Parameters of the Distributed Databases of Information Systems When Splitting Data With Application of Algorithms of Multidimensional Parity

Karipzhanova¹,

Sagindykov²,

Gudov³

et al. 2019

SERIES OF GEOLOGY AND TECHNICAL SCIENCES

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To the Question of Physical Implementation of Optical Neural Networks

Cited by 6 publications

References 5 publications

Effect of the Formation of Hydrophilic and Hydrophobic–Hydrophilic Associates on the Behavior of Copolymers of N-Vinylpyrrolidone with Methyl Acrylate in Aqueous Solutions

Effect of the Formation of Hydrophilic and Hydrophobic–Hydrophilic Associates on the Behavior of Copolymers of N-Vinylpyrrolidone with Methyl Acrylate in Aqueous Solutions

Analysis of the statistics of information processes in telecommunication networks from the point of view of a neural-network model of the noosphere

Parameters of the Distributed Databases of Information Systems When Splitting Data With Application of Algorithms of Multidimensional Parity

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