Engineering Departement Jenderal Soedirman University
Jl. Mayjen Sungkono KM 05 Blater Kalimanah Purbalingga
Hot line: +62281 6596700
Fax : +62281 6596801
Email : firstname.lastname@example.org
This research concerns about application of artificial neural networks (ANN) for predicting time series data. By modifying perceptron’s activation function with linear function, we got linear networks. In order to predict time series data, these linear networks combine with adaptive LMS algorithm. And then we had completed this model with time delay function to accommodate past data in time series. The data that used in the test had varied in frequency and sampling time. Results of the test had shown that the networks work properly to predict the data series.