S. S. Antsyferov, K. N. Fazilova, K. E. Rusanov.
PHYSICO-TECHNOLOGICAL PRINCIPLES OF CONSTRUCTION AND OPERATION OF HIGH-PERFORMANCE
INFORMATION SYSTEMS.
UDC 681.518.9; 621.384.3 Annotation:The article defines basic principles of constructing and functioning of high-performance systems using computer
technologies, special attention is paid to technologies for creating nano-PC, which constitute one of the most promising fields
of innovation: the technology of creating quantum computers using nuclear magnetic resonance, creation of computers based on DNA,
i.e., bio molecular computers, neural computers, nano-computers. Keywords: supercomputer, volatile storage device, reconfigurable systems, ultra-dense recording of information, the carbon
nanotubes, the packing density of the elements, quantum computer, bio-computer, neurocomputer, massive parallel circuit,
the memory capacity, processing speed.
V. М. Zuev, M. V. Blizno, S. I. Ulanov, V. V. Gavrilenko.
INTELLECTUAL APPROACH OF USING DETERMINATION WITH SUPER-RESOLUTION IN HOMING SYSTEMS.
UDC 621.375.132 Annotation:The article deals with the problem of countering the means of creating deliberate interference with radio
communications and radio control. The authors propose a way to solve the problem, consisting in the destruction of the source
of radio emission, which creates interference. The possibility of practical implementation of such a device is theoretically
justified. Keywords: source of radio emission, interference.
N. M. Kravchenko, T. D. Klushanova, V. V. Nechiporenko.
SOFTWARE COMPLEX FOR PSYCHOPHYSIOLOGICAL SURVEY OF WORKERS.
UDC 614:159.91 Annotation:A methodology for testing psychophysiological qualities using a computer is proposed. A brief description
of the developed software test complex for examining workers employed in jobs requiring professional selection is given.
The software allows you to assess the level of development of professionally important qualities of a person for admission
to certain works. A methodology for assessing psychophysiological indicators based on the results of tests passed is presented. Keywords: professional selection, testing of psychophysiological qualities, database.
Ya. S. Pikalyov, T. V. Yermolenko.
SYSTEM OF AUTOMATIC TRANSCRIPTION GENERATION OF RUSSIAN-LANGUAGE WORDS EXCEPTIONS
ON THE BASIS OF DEEP LEARNING.
UDC 004.912 Annotation:The article describes the main features of phonetics and orthoepy of the Russian language,
which must be considered when generating transcription, provides a brief description of modern approaches to
obtaining transcription. Special attention is given to the neural network architectures used for the grapheme-phonematic
alignment problems. For automatic generation of transcription of word-exceptions, the method of word encoding is proposed,
as well as a neural network model based on the Transformer architecture, modified by the "teacher forcing" technique, gradient
clipping, as well as the RL-block mechanism, which implements the joint use of teacher training and learning with the
reinforcement. The proposed modification made it possible to increase the accuracy of the transcription generation model
for PER-exclusion words by 9%, and by 3% according to WER criterion. Keywords: automatic generation of transcriptions; seq2seq model, attention model, Transformer architecture, RL-block.
I. S. Salnikov, R. I. Salnikov.
METHODOLOGICAL AND ALGORITHMIC FEATURES OF THE COMPLEX OF MEANS OF PSYCHOPHYSIOLOGICAL DIAGNOSTICS OF PSYCHOLOGICAL
AND EMOTIONAL HUMAN CONDITIONS.
UDC 159.923:159.942.5 Annotation:The methodological and algorithmic features of the complex of means of psychophysiological diagnosis
of emotional and psychological states of a person are considered. Keywords: psychophysiological diagnostics, emotional psychological state of a person, input processing algorithms,
formation of protocol conclusions, methods, scales, tests.
V. I. Finayev, G. V. Dorokhina.
APPLICATIONS OF IMPROVED DIGITAL SEARCH TREES.
UDC 004.6 Annotation:In the article, on the basis of an improved digital search tree, an improved Patricia tree for storing
and searching string values was developed, which provided for the string dictionary under consideration a reduction
in memory costs by more than 31% compared to using the Patricia tree as a reference structure simultaneously with an
array of strings., and a decrease of more than 36% compared to the advanced digital search tree. The time required on
adding and removing elements to tree-like structures is several orders of magnitude less than the corresponding values
for an ordered array of rows and an array of rows with an index table. Keywords: improved digital search tree, improved trie-tree, improved Patricia tree, representation of sets of complex objects, application in solving optimization problems.
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