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Approximate Arithmetic Circuit Architectures for FPGA-based Systems by Salim Ullah; Akash Kumar is a nonfiction available to read on EtoBox.

What is Approximate Arithmetic Circuit Architectures for FPGA-based Systems about?

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. Provides architectures of approximate arithmetic circuits optimized for FPGA-based systems; Describes a methodology for implementing application-specific approximate circuits; Introduces technique for concurrent utilization of approximation knobs

Who reads Approximate Arithmetic Circuit Architectures for FPGA-based Systems?

Author

Salim Ullah; Akash Kumar

Publisher

Springer International Publishing Springer

Published

2023

Language

EN

ISBN

9783031212932

Category

nonfiction

Subjects

Computer Science, Engineering, Stem