03670nam 22006855 450 991057486320332120251113174810.03-030-94705-X10.1007/978-3-030-94705-7(MiAaPQ)EBC7015858(Au-PeEL)EBL7015858(CKB)23736965600041EBL7015858(AU-PeEL)EBL7015858(OCoLC)1330250452(DE-He213)978-3-030-94705-7(EXLCZ)992373696560004120220610d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierApproximate Computing Techniques From Component- to Application-Level /edited by Alberto Bosio, Daniel Ménard, Olivier Sentieys1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (541 pages)Engineering SeriesDescription based upon print version of record.Print version: Bosio, Alberto Approximate Computing Techniques Cham : Springer International Publishing AG,c2022 9783030947040 Includes bibliographical references and index.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.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.Engineering SeriesElectronic circuitsCooperating objects (Computer systems)MicroprocessorsComputer architectureElectronic Circuits and SystemsCyber-Physical SystemsProcessor ArchitecturesElectronic circuits.Cooperating objects (Computer systems)Microprocessors.Computer architecture.Electronic Circuits and Systems.Cyber-Physical Systems.Processor Architectures.004004.25Bosio AlbertoMenard DanielSentieys OlivierMiAaPQMiAaPQMiAaPQBOOK9910574863203321Approximate Computing Techniques2880521UNINA