Approximate Arithmetic Circuit Architectures for FPGA-based Systems (eBook, PDF)

Approximate Arithmetic Circuit Architectures for FPGA-based Systems (eBook, PDF)

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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...

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