Perseptron berbilang lapisan algoritma perambatan ke belakang:Konsep rangkaian neural tiruan

The main objective of this paper is to serve as an introduction to the process of designing and training of a neural network. A simple implementation of a nonlinear separable function (e.g. exclusive OR function) using the backpropagation training algorithm and feedforward multilayer perceptron i...

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Bibliographic Details
Main Authors: Aini Hussain, Zainul Abidin M. Sharrif, Masuri Othman
Format: Article
Published: 1993
Online Access:http://journalarticle.ukm.my/1307/
http://journalarticle.ukm.my/1307/
Description
Summary:The main objective of this paper is to serve as an introduction to the process of designing and training of a neural network. A simple implementation of a nonlinear separable function (e.g. exclusive OR function) using the backpropagation training algorithm and feedforward multilayer perceptron is used as an example. Finally, the paper summarizes the advantages and disadvantages of the Neural Networks. In addition, it also discusses the implementation of the neural network appraoch to voice/unvoice problems