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Synopsis
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.
This volume includes 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, and applications to finite constraint problems.
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.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Cornelius T. Leondes received his B.S., M.S., and Ph.D. from the University of Pennsylvania and has held numerous positions in industrial and academic institutions. He is currently a Professor Emeritus at the University of California, Los Angeles. He has also served as the Boeing Professor at the University of Washington and as an adjunct professor at the University of California, San Diego. He is the author, editor, or co-author of more than 100 textbooks and handbooks and has published more than 200 technical papers. In addition, he has been a Guggenheim Fellow, Fulbright Research Scholar, IEEE Fellow, and a recipient of IEEE's Baker Prize Award and Barry Carlton Award.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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Algorithms and Architectures (Volume 1) (Neural Network Systems Techniques and Applications, Volume 1)
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Academic Press, 1997
ISBN 10 : 012443861X
ISBN 13 : 9780124438613
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Algorithms and Architectures (Volume 1) (Neural Network Systems Techniques and Applications, Volume 1)
Edité par
Academic Press, 1997
ISBN 10 : 012443861X
ISBN 13 : 9780124438613
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Algorithms and Architectures | Volume 1 of Neural Network Systems Techniques and Applications
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Algorithms and Architectures : Volume 1
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Algorithms & Architectures (neural Network Systems Techniques And Applications)
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Algorithms & Architectures (neural Network Systems Techniques And Applications)
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Algorithms and Architectures,1: Volume 1 (Neural Network Systems Techniques and Applications)
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Algorithms & Architectures
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Algorithms & Architectures
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Algorithms and Architectures
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Elsevier Science Okt 1997, 1997
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. This volume includes 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, and applications to finite constraint problems. 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. 460 pp. Englisch. N° de réf. du vendeur 9780124438613
Quantité disponible : 2 disponible(s)