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Machine Learning on Commodity Tiny Devices: Theory and Practice
Paperback
ISBN13: 9781032374260
Publisher: CRC Press
Published: Dec 19 2024
Pages: 250
Weight: 1.04
Height: 0.56 Width: 7.00 Depth: 10.00
Language: English
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.
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