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Modeling and FPGA Implementation of ANN Based Electronic Circuits - Couverture souple

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

 
9786202791090: Modeling and FPGA Implementation of ANN Based Electronic Circuits
Couverture souple
ISBN 10 : 6202791098 ISBN 13 : 9786202791090
Editeur : Noor Publishing, 2020

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Noor Publishing
Date d'édition
2020
Langue
anglais
ISBN 10 
6202791098
ISBN 13 
9786202791090
Reliure
Broché
Nombre de pages
164
Coordonnées du fabricant
non disponible
Personne responsable
non disponible