The Resource Algorithms and architectures, edited by Cornelius T. Leondes, (electronic resource/)

Algorithms and architectures, edited by Cornelius T. Leondes, (electronic resource/)

Label
Algorithms and architectures
Title
Algorithms and architectures
Statement of responsibility
edited by Cornelius T. Leondes
Creator
Subject
Genre
Language
eng
Summary
This volume is the first diverse and comprehensive treatment of algorithms and architectures for the realization of neural network systems. It presents techniques and diverse methods in numerous areas of this broad subject. The book covers major neural network systems structures for achieving effective systems, and illustrates them with examples. A unique and comprehensive reference for a broad array of algorithms and architectures, this book will be of use to practitioners, researchers, and students in industrial, manufacturing, electrical, and mechanical engineering, as well as in computer science and engineering.; It includes topics such as: Radial Basis Function networks; the Expand-and-Truncate Learning algorithm for the synthesis of Three-Layer Threshold Networks; weight initialization; fast and efficient variants of Hamming and Hopfield neural networks; discrete time synchronous multilevel neural systems with reduced VLSI demands; probabilistic design techniques; time-based techniques; techniques for reducing physical realization requirements; applications to finite constraint problems; practical realization methods for Hebbian type associative memory systems; parallel self-organizing hierarchical neural network systems; and dynamics of networks of biological neurons for utilization in computational neuroscience. Practitioners, researchers, and students in industrial, manufacturing, electrical, and mechanical engineering, as well as in computer science and engineering, will find this volume a unique and comprehensive reference to a broad array of algorithms and architectures
Member of
Cataloging source
N$T
Dewey number
004.2/2
Illustrations
illustrations
Index
index present
LC call number
QA76.9.A73
LC item number
L461 1998eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Neural network systems techniques and applications
Series volume
v. 1
Label
Algorithms and architectures, edited by Cornelius T. Leondes, (electronic resource/)
Link
http://library.quincycollege.edu:2048/login?url=http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=207414
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Statistical theories of learning in radial basis function networks / Jason A.S. Freeman, Mark J.L. Orr, and David Saad -- Synthesis of three-layer threshold networks / Jung Hwan Kim [and others] -- Weight initialization techniques / Mikko Lehtokangas [and others] -- Fast computation in hamming and hopfield networks / Isaac Meilijson, Eytan Ruppin, and Moshe Sipper -- Multilevel neurons / J. Si and A.N. Michel -- Probabilistic design / Sumio Watanabe and Kenji Fukumizu -- Short time memory problems / M. Daniel and Manoel Fernando Tenorio -- Reliability issue and quantization effects in optical and electronic network implementations of Hebbian-type associative memories / Pau-Choo Chung and Ching-Tsorng Tsai -- Finite constraint satisfaction / Angelo Monfroglio -- Parallel, self-organizing, hierarchical neural network systems / O.K. Ersoy -- Dynamics of networks of biological neurons : simulation and experimental tools / M. Bove [and others] -- Estimating the dimensions of manifolds using Delaunay diagrams / Yun-Chung Chu
Control code
ocn176890254
Dimensions
unknown
Extent
1 online resource (access may be restricted)
File format
unknown
Form of item
online
Governing access note
Access restricted to subscribing institution
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
eBooks on EBSCOhost
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
Label
Algorithms and architectures, edited by Cornelius T. Leondes, (electronic resource/)
Link
http://library.quincycollege.edu:2048/login?url=http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=207414
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Statistical theories of learning in radial basis function networks / Jason A.S. Freeman, Mark J.L. Orr, and David Saad -- Synthesis of three-layer threshold networks / Jung Hwan Kim [and others] -- Weight initialization techniques / Mikko Lehtokangas [and others] -- Fast computation in hamming and hopfield networks / Isaac Meilijson, Eytan Ruppin, and Moshe Sipper -- Multilevel neurons / J. Si and A.N. Michel -- Probabilistic design / Sumio Watanabe and Kenji Fukumizu -- Short time memory problems / M. Daniel and Manoel Fernando Tenorio -- Reliability issue and quantization effects in optical and electronic network implementations of Hebbian-type associative memories / Pau-Choo Chung and Ching-Tsorng Tsai -- Finite constraint satisfaction / Angelo Monfroglio -- Parallel, self-organizing, hierarchical neural network systems / O.K. Ersoy -- Dynamics of networks of biological neurons : simulation and experimental tools / M. Bove [and others] -- Estimating the dimensions of manifolds using Delaunay diagrams / Yun-Chung Chu
Control code
ocn176890254
Dimensions
unknown
Extent
1 online resource (access may be restricted)
File format
unknown
Form of item
online
Governing access note
Access restricted to subscribing institution
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
eBooks on EBSCOhost
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote

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