<p>This book presents the latest techniques for machine learning based data analytics on IoT edge devices. A comprehensive literature review on neural network compression and machine learning accelerator is presented from both algorithm level optimization and hardware architecture optimization. Coverage focuses on shallow and deep neural network with real applications on smart buildings. The authors also discuss hardware architecture design with coverage focusing on both CMOS based computing systems and the new emerging Resistive Random-Access Memory (RRAM) based systems. Detailed case studies such as indoor positioning, energy management and intrusion detection are also presented for smart buildings.<br></p>

Compact and Fast Machine Learning Accelerator for IoT Devices (Computer Architecture and Design Methodologies)

Computers & Technology

Yu, Hao

Huang, Hantao

Games & Strategy Guides

Springer

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Books by Huang, Hantao

See the best price to sell, buy, or rent books by Huang, Hantao. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Compact and Fast Machine Learning Accelerator for IoT Devices (Computer Architecture and Design Methodologies)