TY  - BOOK
AU  - Bosio,Alberto
AU  - Ménard,Daniel
AU  - Sentieys,Olivier
ED  - SpringerLink (Online service)
TI  - Approximate Computing Techniques: From Component- to Application-Level 
SN  - 9783030947057
AV  - TK7867 
PY  - 2022///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Electronic circuits
KW  - Cooperating objects (Computer systems)
KW  - Microprocessors
KW  - Computer architecture
KW  - Electronic Circuits and Systems
KW  - Cyber-Physical Systems
KW  - Processor Architectures
KW  - Approximate computing
N1  - 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
N2  - 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 integration. They also describe real AxC applications, spanning from mobile to high performance computing and also safety-critical applications. Provides a single-source reference to the state-of-the art of approximate computing (AxC); Presents a global picture of the approximate computing paradigm, at various levels of abstraction; Discusses real AxC applications, such as Approximate Computing for IoT, high performance computing and safety-critical applications
UR  - https://doi.org/10.1007/978-3-030-94705-7
ER  -