Machine Learning on Commodity Tiny Devices: Theory and Practice

By Song Guo and Qihua Zhou

Book Overview

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: Paperback
• Language: English
• ISBN: 1032374268
• ISBN13: 9781032374260
• Release Date: December 2024
• Publisher: CRC Press
• Length: 250 Pages
• Weight: 1.04 lbs.
• Dimensions: 0.6" x 7.0" x 10.0"