The Resource Non-Linear Feedback Neural Networks : VLSI Implementations and Applications, by Mohd. Samar Ansari, (electronic resource)

Non-Linear Feedback Neural Networks : VLSI Implementations and Applications, by Mohd. Samar Ansari, (electronic resource)

Label
Non-Linear Feedback Neural Networks : VLSI Implementations and Applications
Title
Non-Linear Feedback Neural Networks
Title remainder
VLSI Implementations and Applications
Statement of responsibility
by Mohd. Samar Ansari
Creator
Contributor
Author
Provider
Subject
Language
eng
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
Member of
http://library.link/vocab/creatorName
Ansari, Mohd. Samar
Image bit depth
0
LC call number
Q342
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
Series statement
Studies in Computational Intelligence,
Series volume
508
http://library.link/vocab/subjectName
  • Engineering
  • Electronics
  • Systems engineering
  • Engineering
  • Computational Intelligence
  • Circuits and Systems
  • Mathematical Models of Cognitive Processes and Neural Networks
  • Electronics and Microelectronics, Instrumentation
Label
Non-Linear Feedback Neural Networks : VLSI Implementations and Applications, by Mohd. Samar Ansari, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Background -- 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
Dimensions
unknown
Extent
XXII, 201 p. 79 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9788132215639
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-81-322-1563-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-81-322-1563-9
Label
Non-Linear Feedback Neural Networks : VLSI Implementations and Applications, by Mohd. Samar Ansari, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Background -- 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
Dimensions
unknown
Extent
XXII, 201 p. 79 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9788132215639
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-81-322-1563-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-81-322-1563-9

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