Pengembangan Aplikasi Pengenalan Karaketer Alfanumerik Dengan Menggunakan Algoritma Neural Network Three-Layer Backpropagation
| Main Authors: | Emanuel, Andi Wahju Rahardjo; Universitas Kristen Maranatha, Hartono, Arie; Universitas Kristen Maranatha |
|---|---|
| Format: | application/octetstream eJournal |
| Bahasa: | ind |
| Terbitan: |
Universitas Kristen Maranatha
, 2011
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| Online Access: |
http://majour.maranatha.edu/index.php/jurnal-informatika/article/view/279 |
Daftar Isi:
- This paper demonstrates the use of neural network's three-layer backpropagation algorithms written in C# programming language for recognizing alphanumeric characters which is written by hand in canvas or inputted by user in pictorial format. Better accuracy in recognizing alphanumeric characters is shown compared to single layer implementation with trade-off with the training times which will take much longer time to complete. The result shows some promising potential of the use of this algorithms combined with other algorithms to increase the accuracy of the detection in wider ranges of applications.