Approximate Arithmetic Circuit Architectures for FPGA-based Systems (Hardcover, 1st ed. 2023)

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.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Release date:	February 2023
First published:	2023
Authors:	Salim Ullah • Akash Kumar
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	178
Edition:	1st ed. 2023
ISBN-13:	978-3-03-121293-2
Categories:	Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Circuits & components Books > Computing & IT > Computer hardware & operating systems > Computer architecture & logic design > General Promotions
LSN:	3-03-121293-2
Barcode:	9783031212932

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