Modeling and FPGA Implementation of ANN Based Electronic Circuits

Merza Al-Abasy, Marwah Ezzulddin, Shukr Mahmood, Basil

ISBN 10: 6202791098 / ISBN 13: 9786202791090

Published by Noor Publishing, 2020

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Bibliographic Details

• Title: Modeling and FPGA Implementation of ANN Based Electronic Circuits
• Publisher: Noor Publishing
• Publication Date: 2020
• Language: English
• ISBN 10: 6202791098
• ISBN 13: 9786202791090
• Binding: paperback
• Condition: New
• Book Type: book

About this title

Synopsis

In this book, a new approach is proposed to build neural network architectures. Previous works are used back-propagation. The major limitation of this network that it can only learn an input - output mapping which is static. Recurrent neural networks (RNNs) have features that well define dynamic systems which have attracted the attention of researches in this field. Generally, recurrent neural network requires less neurons in its structure and less computation time. Also, they show high immunity against external noise. In this book, a new approach is proposed to build neural network architectures. Previous works are used back-propagation. The major limitation of this network that it can only learn an input - output mapping which is static. Recurrent neural networks (RNNs) have features that well define dynamic systems which have attracted the attention of researches in this field. Generally, recurrent neural network requires less neurons in its structure and less computation time. Also, they show high immunity against external noise.