Compact and Fast Machine Learning Accelerator for Iot Devices

by Hantao Huang and Hao Yu

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...

• Format: Hardcover
• Language: English
• ISBN: 981133322X
• ISBN13: 9789811333224
• Release Date: December 2018
• Publisher: Springer
• Length: 149 Pages
• Weight: 0.89 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"