ALGORITMA BACK PROPAGATION NEURAL NETWORK UNTUK PENGENALAN POLA KARAKTER HURUF JAWA
Back Propagation Neural Network (BPNN) is a type of algorithm in Neural Network that can be use for Javanese alphabets character recognition. Matlab 7.1 has been used as a software to support the program. The main purpose of this research is order to find out BPNN’s training characteristic from each...
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| Format: | Article |
| Language: | English |
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Universitas Diponegoro
2010-12-01
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| Series: | Jurnal Masyarakat Informatika |
| Online Access: | https://ejournal.undip.ac.id/index.php/jmasif/article/view/74 |
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| _version_ | 1850116265427861504 |
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| author | Nazla Nurmila Aris Sugiharto Eko Adi Sarwoko |
| author_facet | Nazla Nurmila Aris Sugiharto Eko Adi Sarwoko |
| author_sort | Nazla Nurmila |
| collection | DOAJ |
| description | Back Propagation Neural Network (BPNN) is a type of algorithm in Neural Network that can be use for Javanese alphabets character recognition. Matlab 7.1 has been used as a software to support the program. The main purpose of this research is order to find out BPNN’s training characteristic from each samples. On the other hand, this research also gives BPNN’s accurancy value in Javanese alphabets character recognition.
The result of research shows that each part of the samples having different BPNN’s characteristic based on the best training.
Keywords : NN, BPNN |
| format | Article |
| id | doaj-art-e77a96ade750402c988e863fad09cc5d |
| institution | OA Journals |
| issn | 2086-4930 2777-0648 |
| language | English |
| publishDate | 2010-12-01 |
| publisher | Universitas Diponegoro |
| record_format | Article |
| series | Jurnal Masyarakat Informatika |
| spelling | doaj-art-e77a96ade750402c988e863fad09cc5d2025-08-20T02:36:22ZengUniversitas DiponegoroJurnal Masyarakat Informatika2086-49302777-06482010-12-011111010.14710/jmasif.1.1.74482ALGORITMA BACK PROPAGATION NEURAL NETWORK UNTUK PENGENALAN POLA KARAKTER HURUF JAWANazla NurmilaAris SugihartoEko Adi SarwokoBack Propagation Neural Network (BPNN) is a type of algorithm in Neural Network that can be use for Javanese alphabets character recognition. Matlab 7.1 has been used as a software to support the program. The main purpose of this research is order to find out BPNN’s training characteristic from each samples. On the other hand, this research also gives BPNN’s accurancy value in Javanese alphabets character recognition. The result of research shows that each part of the samples having different BPNN’s characteristic based on the best training. Keywords : NN, BPNNhttps://ejournal.undip.ac.id/index.php/jmasif/article/view/74 |
| spellingShingle | Nazla Nurmila Aris Sugiharto Eko Adi Sarwoko ALGORITMA BACK PROPAGATION NEURAL NETWORK UNTUK PENGENALAN POLA KARAKTER HURUF JAWA Jurnal Masyarakat Informatika |
| title | ALGORITMA BACK PROPAGATION NEURAL NETWORK UNTUK PENGENALAN POLA KARAKTER HURUF JAWA |
| title_full | ALGORITMA BACK PROPAGATION NEURAL NETWORK UNTUK PENGENALAN POLA KARAKTER HURUF JAWA |
| title_fullStr | ALGORITMA BACK PROPAGATION NEURAL NETWORK UNTUK PENGENALAN POLA KARAKTER HURUF JAWA |
| title_full_unstemmed | ALGORITMA BACK PROPAGATION NEURAL NETWORK UNTUK PENGENALAN POLA KARAKTER HURUF JAWA |
| title_short | ALGORITMA BACK PROPAGATION NEURAL NETWORK UNTUK PENGENALAN POLA KARAKTER HURUF JAWA |
| title_sort | algoritma back propagation neural network untuk pengenalan pola karakter huruf jawa |
| url | https://ejournal.undip.ac.id/index.php/jmasif/article/view/74 |
| work_keys_str_mv | AT nazlanurmila algoritmabackpropagationneuralnetworkuntukpengenalanpolakarakterhurufjawa AT arissugiharto algoritmabackpropagationneuralnetworkuntukpengenalanpolakarakterhurufjawa AT ekoadisarwoko algoritmabackpropagationneuralnetworkuntukpengenalanpolakarakterhurufjawa |