Approximate computing techniques : from component- to application-level

Approximate computing techniques : from component- to application-level / Alberto Bosio, Daniel Ménard, Olivier Sentieys, editors.

This book serves as a single-source reference to the latest advances in Approximate Computing (AxC), a promising technique for increasing performance or reducing the cost and power consumption of a computing system. The authors discuss the different AxC design and validation techniques, and their in...

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Bibliographic Details
Other Authors: Bosio, Alberto (Editor), Menard, Daniel (Editor), Sentieys, Olivier, 1967- (Editor)
Format: eBook
Language:English
Published: Cham, Switzerland : Springer, [2022].
Subjects:
Approximate computing.
Approximate computing
Online Access:Click for online access
Table of Contents:
  • Contents
  • List of Figures
  • List of Tables
  • General Introduction
  • Part I Techniques for Approximate Computing
  • Customizing Number Representation and Precision
  • Hardware Level Approximations
  • Inexact Arithmetic Operators
  • Approximate Computing at the Algorithmic Level
  • Part II Methods and Tools for Approximate Computing
  • Analysis of the Impact of Approximate Computing on the Application Quality
  • Accuracy-Aware Compilers
  • Design Space Exploration Tools
  • Wordlength Optimization of Fixed-Point Algorithms
  • Part III Approximate Computing Applied to Real-Life Applications
  • Exploiting Approximations in Real-Time Scheduling
  • Security in an Approximated World: New Threats and Opportunities in the Approximate Computing Paradigm
  • Design, Verification, Test, and In-Field Implications of Approximate Digital Integrated Circuits
  • Approximate Computing for Fault Tolerance Mechanisms for Safety-Critical Applications
  • Approximate Computing for Scientific Applications
  • Approximations in Deep Learning
  • Index

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