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Machine Learning on Commodity Tiny Devices
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| Autors | Song Guo |
|---|---|
| Izdevējs | Taylor & Francis Ltd |
| Izdošanas gads | 2022 m. |
| Valoda | Angļu |
| Lappuses | 250 psl. |
| Formāts | Cietajos vākos |
| ISBN | 9781032374239 |
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.