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Designing the network topology of feedforward neural network for scene illumination classification

Determining the topology of network as one of the objectives of ANN systems, is not following any certain rules or algorithms but still there are several hints which help us to restrict the neural network architecture set. Hence, the process of testing structures will be the solution of finding most...

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Main Authors: Hesamian, Mohammad Hesam, Mashohor, Syamsiah, Saripan, M. Iqbal, Wan Adnan, Wan Azizun
Format: Article
Language:English
Published: American Scientific Publishers 2017
Online Access:http://psasir.upm.edu.my/id/eprint/61307/1/Designing%20the%20network%20topology%20of%20feedforward%20neural%20network%20for%20scene%20illumination%20classification.pdf
http://psasir.upm.edu.my/id/eprint/61307/
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spelling my.upm.eprints.613072018-07-25T08:30:36Z http://psasir.upm.edu.my/id/eprint/61307/ Designing the network topology of feedforward neural network for scene illumination classification Hesamian, Mohammad Hesam Mashohor, Syamsiah Saripan, M. Iqbal Wan Adnan, Wan Azizun Determining the topology of network as one of the objectives of ANN systems, is not following any certain rules or algorithms but still there are several hints which help us to restrict the neural network architecture set. Hence, the process of testing structures will be the solution of finding most effective one among a limited set. This study aims to apply testing method on scene illumination classification system to find out the appropriate ANN structure. The results of this study apply on similar classification systems to avoid redoing the testing process. American Scientific Publishers 2017 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/61307/1/Designing%20the%20network%20topology%20of%20feedforward%20neural%20network%20for%20scene%20illumination%20classification.pdf Hesamian, Mohammad Hesam and Mashohor, Syamsiah and Saripan, M. Iqbal and Wan Adnan, Wan Azizun (2017) Designing the network topology of feedforward neural network for scene illumination classification. Advanced Science Letters, 23 (6). 5269 - 5272. ISSN 1936-6612; ESSN: 1936-7317 10.1166/asl.2017.7356
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Determining the topology of network as one of the objectives of ANN systems, is not following any certain rules or algorithms but still there are several hints which help us to restrict the neural network architecture set. Hence, the process of testing structures will be the solution of finding most effective one among a limited set. This study aims to apply testing method on scene illumination classification system to find out the appropriate ANN structure. The results of this study apply on similar classification systems to avoid redoing the testing process.
format Article
author Hesamian, Mohammad Hesam
Mashohor, Syamsiah
Saripan, M. Iqbal
Wan Adnan, Wan Azizun
spellingShingle Hesamian, Mohammad Hesam
Mashohor, Syamsiah
Saripan, M. Iqbal
Wan Adnan, Wan Azizun
Designing the network topology of feedforward neural network for scene illumination classification
author_facet Hesamian, Mohammad Hesam
Mashohor, Syamsiah
Saripan, M. Iqbal
Wan Adnan, Wan Azizun
author_sort Hesamian, Mohammad Hesam
title Designing the network topology of feedforward neural network for scene illumination classification
title_short Designing the network topology of feedforward neural network for scene illumination classification
title_full Designing the network topology of feedforward neural network for scene illumination classification
title_fullStr Designing the network topology of feedforward neural network for scene illumination classification
title_full_unstemmed Designing the network topology of feedforward neural network for scene illumination classification
title_sort designing the network topology of feedforward neural network for scene illumination classification
publisher American Scientific Publishers
publishDate 2017
url http://psasir.upm.edu.my/id/eprint/61307/1/Designing%20the%20network%20topology%20of%20feedforward%20neural%20network%20for%20scene%20illumination%20classification.pdf
http://psasir.upm.edu.my/id/eprint/61307/
_version_ 1643837543201898496
score 13.160551

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