Articoli correlati a Modeling and FPGA Implementation of ANN Based Electronic...

Modeling and FPGA Implementation of ANN Based Electronic Circuits - Brossura

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

 
9786202791090: Modeling and FPGA Implementation of ANN Based Electronic Circuits
Brossura
ISBN 10: 6202791098 ISBN 13: 9786202791090
Casa editrice: Noor Publishing, 2020

Sinossi

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.

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Editore
Noor Publishing
Data di pubblicazione
2020
Lingua
Inglese
ISBN 10 
6202791098
ISBN 13 
9786202791090
Rilegatura
Copertina flessibile
Numero di pagine
164
Contatto del produttore
non disponibile
Persona responsabile
non disponibile