Machine Learning on Commodity Tiny Devices : Theory and Practice

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.

• | : Song Guo, Qihua Zhou
• | Publisher: Taylor & Francis Ltd
• | Publication Date: Dec 13, 2022
• | Country of Publication: United Kingdom
• | Number of Pages: 250 pages
• | Language: Unknown
• | Binding: Hardback
• | ISBN-10: 1032374233
• | ISBN-13: 9781032374239