Compact and Fast Machine Learning Accelerator for IoT Devices

Name: Compact and Fast Machine Learning Accelerator for IoT Devices
SKU: 28507341
Price: 331.99 AUD
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Hardback

Series:

Computer Architecture and Design Methodologies

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Description

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.

Release date Australia

December 18th, 2018

Author

Audience

Professional & Vocational

Edition

1st ed. 2019

Illustrations

61 Illustrations, color; 15 Illustrations, black and white; IX, 149 p. 76 illus., 61 illus. in color.

Pages

149

Series

Computer Architecture and Design Methodologies

ISBN-13

9789811333224

Product ID

28507341

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