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Roman Rybka, Yury Davydov, Danila Vlasov, Alexey Serenko, Alexander Sboev and Vyacheslav Ilyin
Developing a spiking neural network architecture that could prospectively be trained on energy-efficient neuromorphic hardware to solve various data analysis tasks requires satisfying the limitations of prospective analog or digital hardware, i.e., local...
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Alexander Sboev, Roman Rybka, Dmitry Kunitsyn, Alexey Serenko, Vyacheslav Ilyin and Vadim Putrolaynen
In this paper, we demonstrate that fixed-weight layers generated from random distribution or logistic functions can effectively extract significant features from input data, resulting in high accuracy on a variety of tasks, including Fisher?s Iris, Wisco...
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Alexander Sboev, Sanna Sboeva, Ivan Moloshnikov, Artem Gryaznov, Roman Rybka, Alexander Naumov, Anton Selivanov, Gleb Rylkov and Vyacheslav Ilyin
The paper presents the full-size Russian corpus of Internet users? reviews on medicines with complex named entity recognition (NER) labeling of pharmaceutically relevant entities. We evaluate the accuracy levels reached on this corpus by a set of advance...
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Alexander Ilyin,Vladimir Ilyin
Pág. 61 - 65
A review presents the concept basics for situational digitalization of the population activities considered as an aggregate of educational, production and other kinds of activity. Situational digitalization is studied as a means of stage-by-stage or...
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Alexander V. Ilyin,Vladimir D. Ilyin
Pág. 85 - 93
The updated technology of situational cost planning is considered as a set of methods and means of monitoring the state of a socio-economic project, building and analyzing portraits of situations, forming a set of requirements for the desired cost plan, ...
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Alexander V. Ilyin,Vladimir D. Ilyin
Pág. 81 - 84
The review describes three technologies of commodity-money circulation (CMC-technologies) implemented on the basis of personal e-banks (PEBs) owned by individuals and corporate e-banks (CEBs) owned by legal entities. The technology of designated payments...
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Bair Z. Tsydypov, Bator V. Sodnomov, Vladimir N. Chernykh, Yury M. Ilyin, Bair O. Gurzhapov, Alexander A. Ayurzhanaev, Maria V. Semenova, Margarita A. Zharnikova, Zhargalma B. Alymbaeva, Eduard A. Batotsyrenov, Fujia Li, Hao Cheng, Tcogto Bazarzhapov, Tamir Boldanov, Suocheng Dong and Endon Zh. Garmaev
The advantages of a quantitative assessment of the spatial and temporal variability of the boundaries and volumes of ravines using modern means and methods of aerial photography from an unmanned aerial vehicle (UAV) are substantiated, in contrast to trad...
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Alexander V. Ilyin,Vladimir D. Ilyin
Pág. 77 - 83
The review describes the updated model of the Normalized Economic Mechanism (NEM). The complexes of NEM (resource support; production of real commodities; trade of real commodities; stockpiling of vital commodities; investment; the state budget, reserves...
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