INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9788132215622
NATIONAL BIBLIOGRAPHY NUMBER
Country Code
IR
Number
EN-57542
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
COUNTRY OF PUBLICATION OR PRODUCTlON
Country of publication
IR
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Non-linear feedback neural networks
General Material Designation
[Book]
Other Title Information
:VLSI implementations and applications
First Statement of Responsibility
/ Mohd. Samar Ansari
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New Delhi
Name of Publisher, Distributor, etc.
: Springer,
Date of Publication, Distribution, etc.
, 2013?.
SERIES
Series Title
(Studies in computational intelligence
Volume Designation
; v.508)
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Electronic
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references..
CONTENTS NOTE
Text of Note
Summary: This book aims to present a viable alternative to the Hopfield Neural Network (HNN) model for analog computation. It is well known that 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.
Text of Note
Voltage-mode Neural Network for the Solution of Linear Equations -- Mixed-mode Neural Circuit for Solving Linear Equations -- Non-Linear Feedback Neural Circuits for Linear and Quadratic Programming -- OTA-based Implementations of Mixed-mode Neural Circuits -- Appendix A: Mixed-mode Neural Network for Graph Colouring -- Appendix B: Mixed-mode Neural Network for Ranking.
SERIES
Title
Studies in computational intelligence
Volume Number
v.508
TOPICAL NAME USED AS SUBJECT
Neural networks (Computer science)
Feedback control systems
Integrated circuits, Very large scale integration
Engineering
Computational Intelligence
Circuits and Systems
Mathematical Models of Cognitive Processes and Neural Networks
Electronics and Microelectronics, Instrumentation
LIBRARY OF CONGRESS CLASSIFICATION
Class number
E-BOOK
PERSONAL NAME - SECONDARY RESPONSIBILITY
Ansari, Mohd. Samar
ORIGINATING SOURCE
Country
ایران
ELECTRONIC LOCATION AND ACCESS
Host name
9788132215622.pdf
Access number
عادی
Compression information
عادی
Date and Hour of Consultation and Access
9788132215622.pdf
Electronic Format Type
متن
old catalog
e
BL
1
a
Y
