The Resource Handbook of neural computing applications, Alianna J. Maren, Craig T. Harston, Robert M. Pap ; with chapter contributions from Paul J. Werbos [and others]

Handbook of neural computing applications, Alianna J. Maren, Craig T. Harston, Robert M. Pap ; with chapter contributions from Paul J. Werbos [and others]

Label
Handbook of neural computing applications
Title
Handbook of neural computing applications
Statement of responsibility
Alianna J. Maren, Craig T. Harston, Robert M. Pap ; with chapter contributions from Paul J. Werbos [and others]
Creator
Contributor
Subject
Language
eng
Cataloging source
DLC
http://library.link/vocab/creatorName
Maren, Alianna J
Illustrations
illustrations
Index
index present
LC call number
QA76.5
LC item number
.M232 1990
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Harston, Craig T
  • Pap, Robert M
http://library.link/vocab/subjectName
  • Neural computers
  • Réseau neuronal
  • Ordinateurs neuronaux
  • Neural computers
  • Réseaux neuronaux (informatique)
  • Ordinateurs neuronaux
  • Neuronales Netz
  • Parallelverarbeitung
Label
Handbook of neural computing applications, Alianna J. Maren, Craig T. Harston, Robert M. Pap ; with chapter contributions from Paul J. Werbos [and others]
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Preface -- 1. Introduction to neural networks / Alianna J. Maren -- 2. History and development of neural networks / Craig Harston and A.J. Maren -- 3. The neurological basis for neural computations / Craig T. Harston -- 4. Neural network structures: form follows function / Alianna J. Maren -- 5. Dynamics of neural network operations / Alianna J. Maren -- 6. Learning background for neural networks / Craig T. Harston -- 7. Multilayer feedforward neural networks I: delta rule learning / Alianna J. Maren -- 8. Multilayer feedforward neural networks II: optimizing learning methods / Harold H. Szu and Alianna J. Maren -- 9. Laterally-connected, autoassociative networks / Alianna J. Maren -- 10. Vector-matching networks / Alianna J. Maren -- 11. Feedforward/feedback (resonating) heteroassociative networks / Alianna J. Maren -- 12. Multilayer cooperative/competitive networks / Alianna J. Maren -- 13. Hybrid and complex networks / Alianna J. Maren -- 14. Choosing a network: matching the architecture to the application / Dan Jones and Stanley P. Franklin -- 15. Configuring and optimizing the back-propagation network / Alianna J. Maren, Dan Jones and Stanley Franklin -- 16. Electronic hardware implementations / Steven G. Morton -- 17. Optical neuro-computing / Harold H. Szu -- 18. Neural networks for spatio-temporal pattern recognition / Alianna J. Maren -- 19. Neural networks for medical diagnosis / Dan Jones, M.D. -- 20. Neural networks for sonar signal processing / Patrick K. Simpson -- 21. Fault diagnosis / Robert L. Gezelter and Robert M. Pap with introduction by Paul Werbos, Ph.D -- 22. Neurocontrol and related techniques / Paul J. Werbos -- 23. Application of neural networks to robotics / Craig T. Harston -- 24. Business with neural networks / Craig T. Harston -- 25. Neural networks for data compression and data fusion / Alianna J. Maren -- 26. Data communications / Robert M. Pap -- 27. Neural networks for man/machine systems / Alianna J. Maren -- 28. Capturing the future: neural networks in the year 2000 and beyond / Alianna J. Maren -- Index
Dimensions
24 cm
Extent
xix, 448 pages
Isbn
9780125460903
Isbn Type
(alk. paper)
Lccn
89048104
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)20670689
  • (OCoLC)ocm20670689
Label
Handbook of neural computing applications, Alianna J. Maren, Craig T. Harston, Robert M. Pap ; with chapter contributions from Paul J. Werbos [and others]
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Preface -- 1. Introduction to neural networks / Alianna J. Maren -- 2. History and development of neural networks / Craig Harston and A.J. Maren -- 3. The neurological basis for neural computations / Craig T. Harston -- 4. Neural network structures: form follows function / Alianna J. Maren -- 5. Dynamics of neural network operations / Alianna J. Maren -- 6. Learning background for neural networks / Craig T. Harston -- 7. Multilayer feedforward neural networks I: delta rule learning / Alianna J. Maren -- 8. Multilayer feedforward neural networks II: optimizing learning methods / Harold H. Szu and Alianna J. Maren -- 9. Laterally-connected, autoassociative networks / Alianna J. Maren -- 10. Vector-matching networks / Alianna J. Maren -- 11. Feedforward/feedback (resonating) heteroassociative networks / Alianna J. Maren -- 12. Multilayer cooperative/competitive networks / Alianna J. Maren -- 13. Hybrid and complex networks / Alianna J. Maren -- 14. Choosing a network: matching the architecture to the application / Dan Jones and Stanley P. Franklin -- 15. Configuring and optimizing the back-propagation network / Alianna J. Maren, Dan Jones and Stanley Franklin -- 16. Electronic hardware implementations / Steven G. Morton -- 17. Optical neuro-computing / Harold H. Szu -- 18. Neural networks for spatio-temporal pattern recognition / Alianna J. Maren -- 19. Neural networks for medical diagnosis / Dan Jones, M.D. -- 20. Neural networks for sonar signal processing / Patrick K. Simpson -- 21. Fault diagnosis / Robert L. Gezelter and Robert M. Pap with introduction by Paul Werbos, Ph.D -- 22. Neurocontrol and related techniques / Paul J. Werbos -- 23. Application of neural networks to robotics / Craig T. Harston -- 24. Business with neural networks / Craig T. Harston -- 25. Neural networks for data compression and data fusion / Alianna J. Maren -- 26. Data communications / Robert M. Pap -- 27. Neural networks for man/machine systems / Alianna J. Maren -- 28. Capturing the future: neural networks in the year 2000 and beyond / Alianna J. Maren -- Index
Dimensions
24 cm
Extent
xix, 448 pages
Isbn
9780125460903
Isbn Type
(alk. paper)
Lccn
89048104
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)20670689
  • (OCoLC)ocm20670689

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