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Problems of Artificial Intelligence № 4(15)'2019

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UDC 681.518.9; 621.384.3

S. S. Antsyferov, K. N. Fazilova, K. E. Rusanov PHYSICO-TECHNOLOGICAL PRINCIPLES OF CONSTRUCTION AND OPERATION OF HIGH-PERFORMANCE INFORMATION SYSTEMS
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.


UDC 621.375.132

V. М. Zuev, M. V. Blizno, S. I. Ulanov, V. V. Gavrilenko INTELLECTUAL APPROACH OF USING DETERMINATION WITH SUPER-RESOLUTION IN HOMING SYSTEMS
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.


UDC 614:159.91

N. M. Kravchenko, T. D. Klushanova, V. V. Nechiporenko
SOFTWARE COMPLEX FOR PSYCHOPHYSIOLOGICAL SURVEY OF WORKERS
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.


UDC 004.912

Ya. S. Pikalyov, T. V. Yermolenko SYSTEM OF AUTOMATIC TRANSCRIPTION GENERATION OF RUSSIAN-LANGUAGE WORDS EXCEPTIONS ON THE BASIS OF DEEP LEARNING
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.
Key words: automatic generation of transcriptions; seq2seq model, attention model, Transformer architecture, RL-block.


UDC 159.923:159.942.5

I. S. Salnikov, R. I. Salnikov METHODOLOGICAL AND ALGORITHMIC FEATURES OF THE COMPLEX OF MEANS OF PSYCHOPHYSIO¬LOGICAL DIAGNOSTICS OF PSYCHOLOGICAL AND EMOTIONAL HUMAN CONDITIONS
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.


UDC 004.6

V. I. Finayev, G. V. Dorokhina APPLICATIONS OF IMPROVED DIGITAL SEARCH TREES
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.