Approximate Arithmetic Circuit Architectures for FPGA-based Systems - Salim Ullah - Livros - Springer International Publishing AG - 9783031212963 - 1 de março de 2024
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Salim Ullah
Approximate Arithmetic Circuit Architectures for FPGA-based Systems 2023 edition

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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.

176 pages, 65 Illustrations, color; 27 Illustrations, black and white; XVIII, 176 p. 92 illus., 65 i

Mídia Livros     Paperback Book   (Livro de capa flexível e brochura)
Lançado 1 de março de 2024
ISBN13 9783031212963
Editoras Springer International Publishing AG
Páginas 176
Dimensões 150 × 220 × 10 mm   ·   306 g
Idioma Alemão  

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