portada Modeling and FPGA Implementation of ANN Based Electronic Circuits (en Inglés)

Modeling and FPGA Implementation of ANN Based Electronic Circuits (en Inglés)

Formato

Libro Físico

Autor

Marwah Ezzulddin Merza Al-Abasy

Basil Shukr Mahmood

Editorial

Noor Publishing

Idioma

Inglés

N° páginas

164

Encuadernación

Tapa Blanda

Dimensiones

22.9x15.2x1 cm

Peso

0.25 kg.

ISBN13

9786202791090

Categorías

Ingeniería electrónica

Modeling and FPGA Implementation of ANN Based Electronic Circuits (en Inglés)

Marwah Ezzulddin Merza Al-Abasy (Autor) · Basil Shukr Mahmood (Autor) · Noor Publishing · Tapa Blanda

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Reseña del libro "Modeling and FPGA Implementation of ANN Based Electronic Circuits (en Inglés)"

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.