FPGA Implementations of Neural Networks (Hardcover)

Langue : anglais

Edité par Springer-Verlag New York Inc., New York, NY, 2006

0387284850 / 9780387284859

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Hardcover. During the 1980s and early 1990s there was signi?cant work in the design and implementation of hardware neurocomputers. Nevertheless, most of these efforts may be judged to have been unsuccessful: at no time have have ha- ware neurocomputers been in wide use. This lack of success may be largely attributed to the fact that earlier work was almost entirely aimed at developing custom neurocomputers, based on ASIC technology, but for such niche - eas this technology was never suf?ciently developed or competitive enough to justify large-scale adoption. On the other hand, gate-arrays of the period m- tioned were never large enough nor fast enough for serious arti?cial-neur- network (ANN) applications. But technology has now improved: the capacity and performance of current FPGAs are such that they present a much more realistic alternative. Consequently neurocomputers based on FPGAs are now a much more practical proposition than they have been in the past. This book summarizes some work towards this goal and consists of 12 papers that were selected, after review, from a number of submissions. The book is nominally divided into three parts: Chapters 1 through 4 deal with foundational issues; Chapters 5 through 11 deal with a variety of implementations; and Chapter 12 looks at the lessons learned from a large-scale project and also reconsiders design issues in light of current and future technology. This lack of success may be largely attributed to the fact that earlier work was almost entirely aimed at developing custom neurocomputers, based on ASIC technology, but for such niche - eas this technology was never suf?ciently developed or competitive enough to justify large-scale adoption. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…

N° de réf. du vendeur 9780387284859

Titre
FPGA Implementations of Neural Networks (Hardcover)
Auteur
Amos R. Omondi
Éditeur
Springer-Verlag New York Inc., New York, NY
Année de publication
2006
État de l'article
new
Reliure
Hardcover
Langue
anglais
ISBN à 10 chiffres
0387284850
ISBN à 13 chiffres
9780387284859

AussieBookSeller

Truganina, VIC, Australie

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