Approximate Arithmetic Circuit Architectures for FPGA-based Systems

Name: Approximate Arithmetic Circuit Architectures for FPGA-based Systems
Brand: Springer, Berlin
SKU: 9783031212932
Price: 80.06 EUR
Availability: InStock

Autor: Salim Ullah, Akash Kumar

Jazyk:

Väzba: Pevná

Vydavateľ: Springer, Berlin

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80.06 €

This book presents various novel architectures for FPGA-optimized accurate and approximate operators...

Informácie o knihe

Autor

Salim Ullah, Akash Kumar

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2023

Stránok

178

EAN

9783031212932

Enbook ID

41908367

Vydavateľ

Springer, Berlin

Hmotnosť

453

Rozmery

155 x 235

Kompletný popis

This book presents various novel architectures for FPGA-optimized accurate and approximate operators, their detailed accuracy and performance analysis, various techniques to model the behavior of approximate operators, and thorough application-level analysis to evaluate the impact of approximations on the final output quality and performance metrics. As multiplication is one of the most commonly used and computationally expensive operations in various error-resilient applications such as digital signal and image processing and machine learning algorithms, this book particularly focuses on this operation. The book starts by elaborating on the various sources of error resilience and opportunities available for approximations on various layers of the computation stack. It then provides a detailed description of the state-of-the-art approximate computing-related works and highlights their limitations.

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Approximate Arithmetic Circuit Architectures for FPGA-based Systems

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