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Machine Learning on Commodity Tiny Devices: Theory and Practice
Song Guo
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Machine Learning on Commodity Tiny Devices: Theory and Practice
Song Guo
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.
256 pages
Medie | Bøger Hardcover bog (Bog med hård ryg og stift omslag) |
Udgivet | 13. december 2022 |
ISBN13 | 9781032374239 |
Forlag | Taylor & Francis Ltd |
Antal sider | 250 |
Mål | 260 × 185 × 22 mm · 632 g |
Sprog | Engelsk |