Approximate Arithmetic Circuit Architectures for Fpga-Based Systems

Name: Approximate Arithmetic Circuit Architectures for Fpga-Based Systems
Brand: Springer
SKU: 9783031212932
Price: 5813.0 INR
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by Salim Ullah

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ISBN13: 9783031212932
Binding: Hardcover
Subject: N/A
Publisher: Springer
Publisher Imprint: Springer
Publication Date: February 28, 2023
Pages: 176
Original Price: EUR 79.99
Language: English
Edition: 2023
Item Weight: 454 grams
BISAC Subject(s): Electronics / Circuits / General, Computer Architecture, and Embedded Computer Systems

About The Book

From the Back Cover
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.

About The Author

Salim Ullah received the Ph.D. degree with Summa Cum Laude in Computer Science, from Technische Universität Dresden (TUD), Dresden, Germany, in 2021. Currently, he is a postdoctoral research associate at the Chair of Processor Design, TUD, Germany. His current research interests include the design of approximate arithmetic units, approximate caches, reconfigurable computing, and hardware accelerators of AI and machine learning algorithms.

Akash Kumar received the joint Ph.D. degree in electrical engineering and embedded systems from the Eindhoven University of Technology, Eindhoven, The Netherlands, and the National University of Singapore (NUS), Singapore, in 2009. From 2009 to 2015, he was with NUS. He is currently a Professor at Technische Universität Dresden, Dresden, Germany, where he is directing the Chair of Processor Design. His current research interests include the design, analysis, and resource management of low-power and fault-tolerant-embedded multiprocessor systems.

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