Perseptron berbilang lapisan algoritma perambatan ke belakang:Konsep rangkaian neural tiruan
The main objective of this paper is to serve as an introduction to the process of designing and training of a neural network. A simple implementation of a nonlinear separable function (e.g. exclusive OR function) using the backpropagation training algorithm and feedforward multilayer perceptron i...
| Main Authors: | , , |
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| Format: | Article |
| Published: |
1993
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| Online Access: | http://journalarticle.ukm.my/1307/ |
| _version_ | 1848809486924382208 |
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| author | Aini Hussain, Zainul Abidin M. Sharrif, Masuri Othman, |
| author_facet | Aini Hussain, Zainul Abidin M. Sharrif, Masuri Othman, |
| author_sort | Aini Hussain, |
| building | UKM Institutional Repository |
| collection | Online Access |
| description | The main objective of this paper is to serve as an introduction to the process of
designing and training of a neural network. A simple implementation of a nonlinear
separable function (e.g. exclusive OR function) using the backpropagation training
algorithm and feedforward multilayer perceptron is used as an example. Finally, the
paper summarizes the advantages and disadvantages of the Neural Networks. In
addition, it also discusses the implementation of the neural network appraoch to
voice/unvoice problems |
| first_indexed | 2025-11-14T23:15:23Z |
| format | Article |
| id | ukm-1307 |
| institution | Universiti Kebangasaan Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T23:15:23Z |
| publishDate | 1993 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ukm-13072011-10-11T03:45:24Z http://journalarticle.ukm.my/1307/ Perseptron berbilang lapisan algoritma perambatan ke belakang:Konsep rangkaian neural tiruan Aini Hussain, Zainul Abidin M. Sharrif, Masuri Othman, The main objective of this paper is to serve as an introduction to the process of designing and training of a neural network. A simple implementation of a nonlinear separable function (e.g. exclusive OR function) using the backpropagation training algorithm and feedforward multilayer perceptron is used as an example. Finally, the paper summarizes the advantages and disadvantages of the Neural Networks. In addition, it also discusses the implementation of the neural network appraoch to voice/unvoice problems 1993 Article PeerReviewed Aini Hussain, and Zainul Abidin M. Sharrif, and Masuri Othman, (1993) Perseptron berbilang lapisan algoritma perambatan ke belakang:Konsep rangkaian neural tiruan. Jurnal Kejuruteraan, 5 . http://www.ukm.my/jkukm/index.php/jkukm |
| spellingShingle | Aini Hussain, Zainul Abidin M. Sharrif, Masuri Othman, Perseptron berbilang lapisan algoritma perambatan ke belakang:Konsep rangkaian neural tiruan |
| title | Perseptron berbilang lapisan algoritma perambatan ke
belakang:Konsep rangkaian neural tiruan |
| title_full | Perseptron berbilang lapisan algoritma perambatan ke
belakang:Konsep rangkaian neural tiruan |
| title_fullStr | Perseptron berbilang lapisan algoritma perambatan ke
belakang:Konsep rangkaian neural tiruan |
| title_full_unstemmed | Perseptron berbilang lapisan algoritma perambatan ke
belakang:Konsep rangkaian neural tiruan |
| title_short | Perseptron berbilang lapisan algoritma perambatan ke
belakang:Konsep rangkaian neural tiruan |
| title_sort | perseptron berbilang lapisan algoritma perambatan ke
belakang:konsep rangkaian neural tiruan |
| url | http://journalarticle.ukm.my/1307/ http://journalarticle.ukm.my/1307/ |