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Approximate Computing (en Inglés)
Weiqiang Liu
(Ilustrado por)
·
Fabrizio Lombardi
(Ilustrado por)
·
Springer
· Tapa Dura
Approximate Computing (en Inglés) - Liu, Weiqiang ; Lombardi, Fabrizio
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Reseña del libro "Approximate Computing (en Inglés)"
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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