Implementation of CMAC neural network control systems in residue number system

The method and algorithm of cerebellar model arithmetic computer (CMAC) training of the many variables modular function is offered. The submitted method allows using CMAC neural network to implement proportional-integral-derivative controllers, functioning in residue number system. The hardware real...

Полное описание

Сохранить в:

Библиографические подробности
Главные авторы:	Koldaev, A. I., Колдаев, А. И., Tikhonov, E. E., Тихонов, Э. Е., Evdokimov, A. A., Евдокимов, А. А.
Формат:	Статья
Язык:	English
Опубликовано:	Institute of Electrical and Electronics Engineers Inc. 2020
Темы:	Computer hardware Controllers Numbering systems Proportional control systems Table lookup Two term control systems Residue number system (RNS) Neural networks
Online-ссылка:	https://www.scopus.com/record/display.uri?eid=2-s2.0-85078073284&origin=resultslist&sort=plf-f&src=s&st1=Implementation+of+CMAC+Neural+Network+Control+Systems+in+Residue+Number+System&st2=&sid=18a1d7ce270d580283669152c636b27c&sot=b&sdt=b&sl=93&s=TITLE-ABS-KEY%28Implementation+of+CMAC+Neural+Network+Control+Systems+in+Residue+Number+System%29&relpos=0&citeCnt=0&searchTerm= https://dspace.ncfu.ru/handle/20.500.12258/11264
Метки:	Добавить метку Нет меток, Требуется 1-ая метка записи!

id	ir-20.500.12258-11264
record_format	dspace
spelling	ir-20.500.12258-112642024-10-18T10:49:17Z Implementation of CMAC neural network control systems in residue number system Koldaev, A. I. Колдаев, А. И. Tikhonov, E. E. Тихонов, Э. Е. Evdokimov, A. A. Евдокимов, А. А. Computer hardware Controllers Numbering systems Proportional control systems Table lookup Two term control systems Residue number system (RNS) Neural networks The method and algorithm of cerebellar model arithmetic computer (CMAC) training of the many variables modular function is offered. The submitted method allows using CMAC neural network to implement proportional-integral-derivative controllers, functioning in residue number system. The hardware realization of CMAC on the basis of lookup tables is considered. The simulation results demonstrate the effectiveness of the proposed CMAC neural network controller in residue number system. Application of the proposed CMAC neural network allows reducing of hardware costs while maintaining high reliability and performance of controller 2020-02-07T11:57:36Z 2020-02-07T11:57:36Z 2019 Статья Koldaev, A.I., Tikhonov, E.E., Evdokimov, A.A. Implementation of CMAC Neural Network Control Systems in Residue Number System // 2019 International Multi-Conference on Industrial Engineering and Modern Technologies, FarEastCon 2019. - 2019. - Номер статьи 8933872 https://www.scopus.com/record/display.uri?eid=2-s2.0-85078073284&origin=resultslist&sort=plf-f&src=s&st1=Implementation+of+CMAC+Neural+Network+Control+Systems+in+Residue+Number+System&st2=&sid=18a1d7ce270d580283669152c636b27c&sot=b&sdt=b&sl=93&s=TITLE-ABS-KEY%28Implementation+of+CMAC+Neural+Network+Control+Systems+in+Residue+Number+System%29&relpos=0&citeCnt=0&searchTerm= http://hdl.handle.net/20.500.12258/11264 en 2019 International Multi-Conference on Industrial Engineering and Modern Technologies, FarEastCon 2019 application/pdf Institute of Electrical and Electronics Engineers Inc.
institution	СКФУ
collection	Репозиторий
language	English
topic	Computer hardware Controllers Numbering systems Proportional control systems Table lookup Two term control systems Residue number system (RNS) Neural networks
spellingShingle	Computer hardware Controllers Numbering systems Proportional control systems Table lookup Two term control systems Residue number system (RNS) Neural networks Koldaev, A. I. Колдаев, А. И. Tikhonov, E. E. Тихонов, Э. Е. Evdokimov, A. A. Евдокимов, А. А. Implementation of CMAC neural network control systems in residue number system
description	The method and algorithm of cerebellar model arithmetic computer (CMAC) training of the many variables modular function is offered. The submitted method allows using CMAC neural network to implement proportional-integral-derivative controllers, functioning in residue number system. The hardware realization of CMAC on the basis of lookup tables is considered. The simulation results demonstrate the effectiveness of the proposed CMAC neural network controller in residue number system. Application of the proposed CMAC neural network allows reducing of hardware costs while maintaining high reliability and performance of controller
format	Статья
author	Koldaev, A. I. Колдаев, А. И. Tikhonov, E. E. Тихонов, Э. Е. Evdokimov, A. A. Евдокимов, А. А.
author_facet	Koldaev, A. I. Колдаев, А. И. Tikhonov, E. E. Тихонов, Э. Е. Evdokimov, A. A. Евдокимов, А. А.
author_sort	Koldaev, A. I.
title	Implementation of CMAC neural network control systems in residue number system
title_short	Implementation of CMAC neural network control systems in residue number system
title_full	Implementation of CMAC neural network control systems in residue number system
title_fullStr	Implementation of CMAC neural network control systems in residue number system
title_full_unstemmed	Implementation of CMAC neural network control systems in residue number system
title_sort	implementation of cmac neural network control systems in residue number system
publisher	Institute of Electrical and Electronics Engineers Inc.
publishDate	2020
url	https://www.scopus.com/record/display.uri?eid=2-s2.0-85078073284&origin=resultslist&sort=plf-f&src=s&st1=Implementation+of+CMAC+Neural+Network+Control+Systems+in+Residue+Number+System&st2=&sid=18a1d7ce270d580283669152c636b27c&sot=b&sdt=b&sl=93&s=TITLE-ABS-KEY%28Implementation+of+CMAC+Neural+Network+Control+Systems+in+Residue+Number+System%29&relpos=0&citeCnt=0&searchTerm= https://dspace.ncfu.ru/handle/20.500.12258/11264
work_keys_str_mv	AT koldaevai implementationofcmacneuralnetworkcontrolsystemsinresiduenumbersystem AT koldaevai implementationofcmacneuralnetworkcontrolsystemsinresiduenumbersystem AT tikhonovee implementationofcmacneuralnetworkcontrolsystemsinresiduenumbersystem AT tihonovée implementationofcmacneuralnetworkcontrolsystemsinresiduenumbersystem AT evdokimovaa implementationofcmacneuralnetworkcontrolsystemsinresiduenumbersystem AT evdokimovaa implementationofcmacneuralnetworkcontrolsystemsinresiduenumbersystem
_version_	1842245927857815552

Implementation of CMAC neural network control systems in residue number system

Схожие документы