Könyv Approximate Arithmetic Circuit Architectures for FPGA-based Systems Salim Ullah

Approximate Arithmetic Circuit Architectures for FPGA-based Systems

Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
30 809 Ft
This book presents various novel architectures for FPGA-optimized accurate and approximate operators...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2023
oldal
178
EAN
9783031212932
Enbook ID
41908367
Súly
453
Méretek
155 x 235

Teljes leírás

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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