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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Approximate Arithmetic Circuit Architectures for Fpga-Based Systems

Approximate Arithmetic Circuit Architectures for Fpga-Based Systems

Kumar, Akash
Ullah, Salim

Hardcover

Technology & EngineeringGeneral Computers

ISBN10: 3031212932
ISBN13: 9783031212932
Publisher: Springer
Published: Feb 28 2023
Pages: 176
Weight: 1.00
Height: 0.50 Width: 6.14 Depth: 9.21
Language: English

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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