Approximate Computing Techniques

Approximate Computing Techniques

From Component- to Application-Level

Bosio, Alberto; Menard, Daniel; Sentieys, Olivier

Springer Nature Switzerland AG

06/2022

531

Dura

Inglês

9783030947040

15 a 20 dias

992

Descrição não disponível.
General introduction Motivations.- Number representations.- Data level approximation.- Dynamic precision scaling.- Hardware level approximation.- Inexact operators.- Computation level approximation - algorithmic level.- Analysis of approximation effect on application quality.- Techniques for finite precision arithmetic.- Compilers and Programming Languages for Approximate Computing.- Design space exploration.- Word-length optimization for fixed-point and floating-point.- HLS of approximate accelerators.- Approximate Computing for IoT Applications.- Approximating Safety-Critical Applications.- Approximate Computing for HPC Applications.
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Approximate Circuits;Approximation Circuits;Approximate Computing for IoT;Approximating Safety-Critical Applications;Approximate Computing for HPC Applications