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Principle of Neural Network and Its Main Types: Review

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Title: Principle of Neural Network and Its Main Types: Review

Authors: Abdel-Nasser Sharkawy

Journal: Journal of advances in applied & computational mathematics

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Year: 2020

Volume: 7

Language: en

DOI: 10.15377/2409-5761.2020.07.2

Keywords: trainingNeural NetworkRecurrent Neural Networkradial basis functionMultilayer Feedforward Neural NetworkAdvantages and Disadvantages.

Categories
Computer Science (14978) Neural Networks (134) Machine Learning (3478) Artificial Intelligence (6625)

Abstract

 In this paper, an overview of the artificial neural networks is presented. Their main and popular types such as the multilayer feedforward neural network (MLFFNN), the recurrent neural network (RNN), and the radial basis function (RBF) are investigated. Furthermore, the main advantages and disadvantages of each type are included as well as the training process.

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