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Approximate computing techniques = f...
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Bosio, Alberto.
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Approximate computing techniques = from component- to application-level /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Approximate computing techniques/ edited by Alberto Bosio, Daniel Ménard, Olivier Sentieys.
其他題名:
from component- to application-level /
其他作者:
Bosio, Alberto.
出版者:
Cham :Springer International Publishing : : 2022.,
面頁冊數:
xxi, 531 p. :ill. (some col.), digital ;24 cm.
內容註:
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.
Contained By:
Springer Nature eBook
標題:
Approximate computing. -
電子資源:
https://doi.org/10.1007/978-3-030-94705-7
ISBN:
9783030947057
Approximate computing techniques = from component- to application-level /
Approximate computing techniques
from component- to application-level /[electronic resource] :edited by Alberto Bosio, Daniel Ménard, Olivier Sentieys. - Cham :Springer International Publishing :2022. - xxi, 531 p. :ill. (some col.), digital ;24 cm.
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.
ISBN: 9783030947057
Standard No.: 10.1007/978-3-030-94705-7doiSubjects--Topical Terms:
3601870
Approximate computing.
LC Class. No.: QA76 / .A66 2022
Dewey Class. No.: 004
Approximate computing techniques = from component- to application-level /
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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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