FPGA Implementations of Neural Networks is popular PDF and ePub book, written by Amos R. Omondi in 2006-10-04, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, FPGA Implementations of Neural Networks can be Read Online from any device for your convenience.
FPGA Implementations of Neural Networks Book PDF Summary
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.
Detail Book of FPGA Implementations of Neural Networks PDF
- Author : Amos R. Omondi
- Release : 04 October 2006
- Publisher : Springer Science & Business Media
- ISBN : 9780387284873
- Genre : Technology & Engineering
- Total Page : 365 pages
- Language : English
- PDF File Size : 20,6 Mb
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