Open AccessPENDETEKSIAN DERAU CITRA SECARA OTOMATIS MENGGUNAKAN TEKNIK JARINGAN SYARAF TIRUAN
Author(s) -
Julsam Julsam
Publication year - 2009
Publication title -
elektron
Language(s) - English
Resource type - Journals
eISSN - 2654-4733
pISSN - 2085-6989
DOI - 10.30630/eji.1.2.24
Subject(s) - layer (electronics) , computer science , artificial neural network , convolution (computer science) , image (mathematics) , backpropagation , pixel , artificial intelligence , pattern recognition (psychology) , materials science , composite material
This research is application of neural network technique to optimize convolution operation using mask 3x3 to omit the image blurring effect. This neural network consists of three layers. They are input layer (9 neuron inputs), output layer (1 output neuron) and hidden layer. Each layer is applied to 3, 5 and 7 neuron using back propagation technique. The result shows the using five neurons to hidden layer give the highest value of sound pixel recognizing (76.47%)