Non-Linear Feedback Neural Networks: VLSI Implementations and Applications - Couverture rigide

Livre 50 sur 538: Studies in Computational Intelligence

Ansari, Mohd. Samar

 
9788132215622: Non-Linear Feedback Neural Networks: VLSI Implementations and Applications
Couverture rigide
ISBN 10 : 8132215621 ISBN 13 : 9788132215622
Editeur : Springer, India, Private Ltd, 2013

Synopsis

This book aims to present a viable alternative to the Hopfield Neural Network (HNN) model for analog computation. It is well known the standard HNN suffers from problems of convergence to local minima, and requirement of a large number of neurons and synaptic weights. Therefore, improved solutions are needed. The non-linear synapse neural network (NoSyNN) is one such possibility and is discussed in detail in this book. This book also discusses the applications in computationally intensive tasks like graph coloring, ranking, and linear as well as quadratic programming. The material in the book is useful to students, researchers and academician working in the area of analog computation.

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À propos de l?auteur

Dr. Mohammad Samar Ansari is an Assistant Professor of the Department of Electronics Engineering at Aligarh Muslim University, Aligarh, India. Before this he worked at the same university as a Lecturer and Guest Faculty from September 2004. Dr. Ansari also worked with Defense Research Development Organization (DRDO) and Siemens Limited during the years 2001-2003. He obtained PhD in 2012 (thesis title: Neural Circuits for Solving Linear Equations with Extensions for Mathematical Programming), and completed MTech (Electronics Engineering) in 2007 and BTech (Electronics Engineering) in 2001 from the same university. He has published 15 international journal papers and more than 30 international and national conference papers. He is a Life Member of The Institution of Electronics and Telecommunication Engineers (IETE), India.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer, India, Private Ltd
Date d'édition
2013
Langue
anglais
ISBN 10 
8132215621
ISBN 13 
9788132215622
Reliure
Relié
Nombre de pages
223
Coordonnées du fabricant
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Poststr. 9
Darmstadt
64293
Allemagne

Autres éditions populaires du même titre

9788132228967: Non-Linear Feedback Neural Networks: VLSI Implementations and Applications

Edition présentée

ISBN 10 :  8132228960 ISBN 13 :  9788132228967
Editeur : Springer, 2016
Couverture souple