Analisis Pembuatan Aktivasi Jaringan Saraf Tiruan dengan Metode Mcculloch-Pitts pada Fungsi Logika AND, Or dan XOR

Abstract

Artificial neural networks (ANN) are information processors that mimic the workings of the human brain, namely the form of neurons (nerve cells). Because of this advantage, ANN can be used to recognize specific patterns; in this study, the logic function notation pattern. ANN is used with the McCulloch-Pitts method. Logic function patterns start from notations AND, OR and XOR. Determination of the notation pattern recognition is based on three inputs that must be entered, namely the input value (X1), Input value (X2), and the target value (t)where the target value is by following the logic table. Manually on the excel program using the McCulloch-Pitts method (ANN), the results are the same as the logic table so that it can be concluded that manual calculations with excel can be implemented in java programs in the introduction of logical functions AND, OR and XOR.