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portada Approximate Computing
Type
Physical Book
Illustrated by
Publisher
Author
Language
English
Pages
600
Format
Hardcover
Dimensions
23.4x15.6x3.3 cm
Weight
1.04 kg.
ISBN13
9783030983468
Categories

Approximate Computing

Weiqiang Liu (Illustrated by) · Fabrizio Lombardi (Illustrated by) · Springer · Hardcover

Approximate Computing - Liu, Weiqiang ; Lombardi, Fabrizio

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Synopsis "Approximate Computing "

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

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