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https://dspace.ncfu.ru/handle/20.500.12258/4625
Title: | Optimization of neural network computation with use of residual number system for tasks of design of neural network systems of automatic control |
Authors: | Tikhonov, E. E. Тихонов, Е. Е. Sosin, A. I. Сосин, А. И. Evdokimov, A. A. Евдокимов, А. А. |
Keywords: | Chinese remainder theorem (CRT);Data sharing;Generalized polyadic number system (GPNS);Neurocontrol systems with astatic industrial plants;Positional number system (PNS);Residue number system (RNS);Problem solving |
Issue Date: | 2018 |
Publisher: | Institute of Electrical and Electronics Engineers Inc. |
Citation: | Tikhonov, E.E., Sosin, A.I., Evdokimov, A.A. Optimization of neural network computation with use of residual number system for tasks of design of neural network systems of automatic control // 2018 International Multi-Conference on Industrial Engineering and Modern Technologies, FarEastCon 2018. - 2018. - Номер статьи 8602679 |
Series/Report no.: | 2018 International Multi-Conference on Industrial Engineering and Modern Technologies, FarEastCon 2018 |
Abstract: | The article is devoted to the description of approaches to the solution of the actual problem of optimization of neural network calculations using the non-position number system (residual number system) for design problems of neural network automatic control systems. The problems arising in neural network control systems of industrial objects characterized by astatic properties are identified and analyzed. The approach proposed to solve these problems is confirmed by an example of solving a real problem |
URI: | https://www.scopus.com/record/display.uri?eid=2-s2.0-85061745511&origin=resultslist&sort=plf-f&src=s&st1=Optimization+of+Neural+Network+Computation+with+use+of+Residual+Number+System+for+Tasks+of+Design+of+Neural+Network+Systems+of+&st2=&sid=5ae6e1ef2618948862f9a63c7746ec40&sot=b&sdt=b&sl=142&s=TITLE-ABS-KEY%28Optimization+of+Neural+Network+Computation+with+use+of+Residual+Number+System+for+Tasks+of+Design+of+Neural+Network+Systems+of+%29&relpos=0&citeCnt=0&searchTerm= http://hdl.handle.net/20.500.12258/4625 |
Appears in Collections: | Статьи, проиндексированные в SCOPUS, WOS |
Files in This Item:
File | Description | Size | Format | |
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scopusresults 854 .pdf Restricted Access | 219.8 kB | Adobe PDF | View/Open | |
WoS 549 .pdf Restricted Access | 77.07 kB | Adobe PDF | View/Open |
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