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The effect of delays on the performance of Layer Recurrent Network

Layer Recurrent Network (LRN) is a dynamic network that has a feedback loop as well as a delay for each layer of the network except for the last layer. The main objective for this research is to study the effect of delays on the performance of the LRN in identifying a nonlinear model. A numerical ex...

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Main Authors:	Li T.C., Nordin F.H., Yap K.S.
Other Authors:	36470545400
Format:	Conference paper
Published:	2023
Subjects:	Delay Dynamic network Layer Recurrent Network (LRN) Information dissemination Network performance Feed-back loop Input and outputs Non-linear model Numerical experiments Recurrent networks Signal processing
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id	my.uniten.dspace-30674
record_format	dspace
spelling	my.uniten.dspace-306742023-12-29T15:51:11Z The effect of delays on the performance of Layer Recurrent Network Li T.C. Nordin F.H. Yap K.S. 36470545400 25930510500 24448864400 Delay Dynamic network Layer Recurrent Network (LRN) Information dissemination Network performance Delay Dynamic network Feed-back loop Input and outputs Non-linear model Numerical experiments Recurrent networks Signal processing Layer Recurrent Network (LRN) is a dynamic network that has a feedback loop as well as a delay for each layer of the network except for the last layer. The main objective for this research is to study the effect of delays on the performance of the LRN in identifying a nonlinear model. A numerical experiment of the nonlinear model is set up before a set of input and output data is collected. The collected data is then used to train the LRN. The numbers of delays at the feedback loop is manipulated and the effect of the network performance is observed where it shows that the network has the best performance when the number of delay is set to more than the default/original value (which is one). � 2010 IEEE. Final 2023-12-29T07:51:11Z 2023-12-29T07:51:11Z 2010 Conference paper 10.1109/CSPA.2010.5545274 2-s2.0-77956534328 https://www.scopus.com/inward/record.uri?eid=2-s2.0-77956534328&doi=10.1109%2fCSPA.2010.5545274&partnerID=40&md5=e4e5bdc35fa103cf80ff38b6c12f35fc https://irepository.uniten.edu.my/handle/123456789/30674 5545274 Scopus
institution	Universiti Tenaga Nasional
building	UNITEN Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Tenaga Nasional
content_source	UNITEN Institutional Repository
url_provider	http://dspace.uniten.edu.my/
topic	Delay Dynamic network Layer Recurrent Network (LRN) Information dissemination Network performance Delay Dynamic network Feed-back loop Input and outputs Non-linear model Numerical experiments Recurrent networks Signal processing
spellingShingle	Delay Dynamic network Layer Recurrent Network (LRN) Information dissemination Network performance Delay Dynamic network Feed-back loop Input and outputs Non-linear model Numerical experiments Recurrent networks Signal processing Li T.C. Nordin F.H. Yap K.S. The effect of delays on the performance of Layer Recurrent Network
description	Layer Recurrent Network (LRN) is a dynamic network that has a feedback loop as well as a delay for each layer of the network except for the last layer. The main objective for this research is to study the effect of delays on the performance of the LRN in identifying a nonlinear model. A numerical experiment of the nonlinear model is set up before a set of input and output data is collected. The collected data is then used to train the LRN. The numbers of delays at the feedback loop is manipulated and the effect of the network performance is observed where it shows that the network has the best performance when the number of delay is set to more than the default/original value (which is one). � 2010 IEEE.
author2	36470545400
author_facet	36470545400 Li T.C. Nordin F.H. Yap K.S.
format	Conference paper
author	Li T.C. Nordin F.H. Yap K.S.
author_sort	Li T.C.
title	The effect of delays on the performance of Layer Recurrent Network
title_short	The effect of delays on the performance of Layer Recurrent Network
title_full	The effect of delays on the performance of Layer Recurrent Network
title_fullStr	The effect of delays on the performance of Layer Recurrent Network
title_full_unstemmed	The effect of delays on the performance of Layer Recurrent Network
title_sort	effect of delays on the performance of layer recurrent network
publishDate	2023
_version_	1806424425006891008
score	13.222552

The effect of delays on the performance of Layer Recurrent Network

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