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Approximate Arithmetic Circuit Architectures for FPGA-based Systems

Af: Akash Kumar, Salim Ullah Engelsk Hardback

Approximate Arithmetic Circuit Architectures for FPGA-based Systems

Af: Akash Kumar, Salim Ullah Engelsk Hardback
Tjek vores konkurrenters priser

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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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.

Produktdetaljer
Sprog: Engelsk
Sider: 176
ISBN-13: 9783031212932
Indbinding: Hardback
Udgave:
ISBN-10: 3031212932
Udg. Dato: 28 feb 2023
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer International Publishing AG
Oplagsdato: 28 feb 2023
Forfatter(e): Akash Kumar, Salim Ullah
Forfatter(e) Akash Kumar, Salim Ullah


Kategori Elektronik: kredse og komponenter


ISBN-13 9783031212932


Sprog Engelsk


Indbinding Hardback


Sider 176


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 28 feb 2023


Oplagsdato 28 feb 2023


Forlag Springer International Publishing AG

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