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Kniha Approximate Arithmetic Circuit Architectures for FPGA-based Systems Salim Ullah

Approximate Arithmetic Circuit Architectures for FPGA-based Systems

Autor: Salim Ullah, Akash Kumar
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer, Berlin
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
1 830 Kč
This book presents various novel architectures for FPGA-optimized accurate and approximate operators...

Informace o knize

Autor
Salim Ullah, Akash Kumar
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2024
Stránek
176
EAN
9783031212963
Enbook ID
44799055
Vydavatel
Springer, Berlin
Hmotnost
306
Rozměry
155 x 235

Kompletní 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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