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Approximate Computing

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Approximate Computing/ edited by Weiqiang Liu, Fabrizio Lombardi.
其他作者:	Lombardi, Fabrizio.
面頁冊數:	XVIII, 600 p. 350 illus., 202 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Electronics Design and Verification. -
電子資源:	https://doi.org/10.1007/978-3-030-98347-5
ISBN:	9783030983475

Approximate Computing
Approximate Computing[electronic resource] /edited by Weiqiang Liu, Fabrizio Lombardi. - 1st ed. 2022. - XVIII, 600 p. 350 illus., 202 illus. in color.online resource.

Part I Approximate Arithmetic and Circuits -- 1-Approximate Arithmetic Circuits: Design and Applications -- 2-An Automated Logic Level Framework for Approximate Modular Arithmetic Circuits -- 3-Approximate Multiplier Design for Energy Efficiency: From Circuit to Algorithm -- 4-Low-Precision Floating-Point Formats: From General-Purpose to Application-Specific -- 5-Spintronic Solutions for Approximate Computing -- 6-Majority Logic Based Approximate Multipliers for Error-Tolerant Applications -- Part II Design Automation and Test -- 7-Approximate Logic Synthesis for FPGA by Decomposition -- 8-Design Techniques for Approximate Realization of Data-Flow Graphs -- 9-Approximation on Data Flow Graph Execution for Energy Efficiency -- 10-Test and Reliability of Approximate Hardware -- Part III Security -- 11-SecurityVulnerabilities in Approximate Circuits -- 12-Voltage Overscaling Techniques for Security Applications -- 13-Approximate Computing for Cryptography -- 14-Towards Securing Approximate Computing Systems: Security Threats and Attack Mitigation -- Part IV Neural Networks and Machine Learning -- 15-Approximate Computing for Machine Learning Workloads: A circuits and systems perspective -- 16-Approximate Computing for Efficient Neural Network Computation -- 17-Enabling Efficient Inference of Convolutional Neural Networks via Approximation -- 18-Approximate Computing for Energy-Constrained DNN-based Speech Recognition -- 19-Efficient Approximate DNN Accelerators for Edge Devices -- Part V Applications -- 20-Cross-Level Design of Approximate Computing for Continuous Perception System -- 21-Approximate Computing in Image Compression and Denoising -- 22-Approximate Computation for Baseband Processing.

This book explores the technological developments at various levels of abstraction, of the new paradigm of approximate computing. The authors describe in a single-source the state-of-the-art, covering the entire spectrum of research activities in approximate computing, bridging device, circuit, architecture, and system levels. Content includes tutorials, reviews and surveys of current theoretical/experimental results, design methodologies and applications developed in approximate computing for a wide scope of readership and specialists. Serves as a single-source reference to state-of-the-art of approximate computing; Covers broad range of topics, from circuits to applications; Includes contributions by leading researchers, from academia and industry.

ISBN: 9783030983475

Standard No.: 10.1007/978-3-030-98347-5doiSubjects--Topical Terms:

1387809
Electronics Design and Verification.

LC Class. No.: TK7867-7867.5

Dewey Class. No.: 621.3815

Approximate Computing
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