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Handbook of neural computing applications /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Maren, Alianna J.
Otros Autores: Harston, Craig T., Pap, Robert M.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: San Diego : Academic Press, �1990.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Maren, Alianna J. 
245 1 0 |a Handbook of neural computing applications /  |c Alianna J. Maren, Craig T. Harston, Robert M. Pap ; with chapter contributions from Paul J. Werbos [and others]. 
260 |a San Diego :  |b Academic Press,  |c �1990. 
300 |a 1 online resource (xix, 448 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
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504 |a Includes bibliographical references and index. 
506 |3 Use copy  |f Restrictions unspecified  |5 MiAaHDL  |2 star 
533 |a Electronic reproduction.  |b [Place of publication not identified] :  |c HathiTrust Digital Library,  |d 2010.  |5 MiAaHDL 
538 |a Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.  |u http://purl.oclc.org/DLF/benchrepro0212  |5 MiAaHDL 
583 1 |a digitized  |c 2010  |h HathiTrust Digital Library  |l committed to preserve  |5 MiAaHDL  |2 pda 
588 0 |a Print version record. 
505 0 |a 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. 
650 0 |a Neural computers. 
650 0 |a Neurophysiology. 
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653 0 |a Computers  |a Networks 
700 1 |a Harston, Craig T. 
700 1 |a Pap, Robert M. 
776 0 8 |i Print version:  |a Maren, Alianna J.  |t Handbook of neural computing applications.  |d San Diego : Academic Press, �1990  |w (DLC) 89048104  |w (OCoLC)20670689 
856 4 0 |u https://sciencedirect.uam.elogim.com/science/book/9780125460903  |z Texto completo