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Hardcover

Stochastic Computing: Techniques and Applications

$87.99 / copy at 25+ copies As low as $85.99 at 100+Your best volume price

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Hardcover · 215 pages Springer International Publishing · 2019

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Hardcover
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About the book

Stochastic Computing

This book covers the history and recent developments of stochastic computing. Stochastic computing (SC) was first introduced in the 1960s for logic circuit design, but its origin can be traced back to von Neumann's work on probabilistic logic. In SC, real numbers are encoded by random binary bit streams, and information is carried on the statistics of the binary streams. SC offers advantages such as hardware simplicity and fault tolerance. Its promise in data processing has been shown in applications including neural computation, decoding of error-correcting codes, image processing, spectral transforms and reliability analysis.

There are three main parts to this book. The first part, comprising Chapters 1 and 2, provides a history of the technical developments in stochastic computing and a tutorial overview of the field for both novice and seasoned stochastic computing researchers. In the second part, comprising Chapters 3 to 8, we review both well-established and emerging design approaches for stochastic computing systems, with a focus on accuracy, correlation, sequence generation, and synthesis. The last part, comprising Chapters 9 and 10, provides insights into applications in machine learning and error-control coding.




The book, Stochastic Computing: Techniques and Applications [Bulk, Wholesale, Quantity] ISBN#9783030037291 in Hardcover by may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer International Publishing
Format
Hardcover
Published
Mar 4, 2019
ISBN-13
9783030037291
Pages
215
Printing
Printed on demand
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