Approximate Arithmetic Circuit Architectures for FPGA-based Systems

Name: Approximate Arithmetic Circuit Architectures for FPGA-based Systems
Brand: Springer, Berlin
SKU: 9783031212932
Price: 441.77 RON
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Autor: Salim Ullah, Akash Kumar

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Editura: Springer, Berlin

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

Informații despre carte

Autor

Salim Ullah, Akash Kumar

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2023

Pagini

178

EAN

9783031212932

Enbook ID

41908367

Editura

Springer, Berlin

Greutate

453

Dimensiuni

155 x 235

Descriere completă

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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Descriere completă

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