Modeling and FPGA Implementation of ANN Based Electronic Circuits - Softcover

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

Softcover

ISBN 10: 6202791098 ISBN 13: 9786202791090

Verlag: Noor Publishing, 2020

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Marwah Ezzulddin Merza was borne on 1986 in Mosul/ Iraq Her M.Sc. in (2012) degree from Electrical Engineering department at University of Mosul / Iraq.Dr. Basil Sh. Mahmood was borne on 1953 in Mosul/ Iraq , he is a professor of microprocessors and computer architecture in Computer Engineering Department / University of Mosul.

Details zur Ausgabe

• Verlag: Noor Publishing
• Erscheinungsdatum: 2020
• Sprache: Englisch
• ISBN 10: 6202791098
• ISBN 13: 9786202791090
• Einband: Taschenbuch
• Anzahl der Seiten: 164
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: AV Akademikerverlag; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland