Machine Learning on Commodity Tiny Devices: Theory and Practice

by Song Guo and Qihua Zhou

This book aims at the tiny machine learning (TinyML) software and hardware synergy for edge intelligence applications. It presents on-device learning techniques covering model-level neural network design, algorithm-level training optimization, and hardware-level instruction acceleration.

• Format: Hardcover
• Language: English
• ISBN: 1032374233
• ISBN13: 9781032374239
• Release Date: December 2022
• Publisher: CRC Press
• Length: 250 Pages
• Weight: 1.50 lbs.
• Dimensions: 0.6" x 7.0" x 10.0"