Store besparelser
Hurtig levering
Gemte
Log ind
0
Kurv
Kurv
Stochastic Computing: Techniques and Applications
Engelsk Hardback
Stochastic Computing: Techniques and Applications
Engelsk Hardback

764 kr
Tilføj til kurv
Sikker betaling
6 - 8 hverdage

Om denne bog
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.


Product detaljer
Sprog:
Engelsk
Sider:
215
ISBN-13:
9783030037291
Indbinding:
Hardback
Udgave:
ISBN-10:
3030037290
Kategori:
Udg. Dato:
4 mar 2019
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
4 mar 2019
Forfatter(e):
Kategori sammenhænge