Compact and Fast Machine Learning Accelerator for IoT Devices

• Main Authors: Huang, Hantao (Author, http://id.loc.gov/vocabulary/relators/aut), Yu, Hao (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Computer Architecture and Design Methodologies,
• Subjects: Computational intelligence.; Microprocessors.; Mathematical optimization.; Computational Intelligence.; Processor Architectures.; Optimization.

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. Coverag...