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Machine Learning on Commodity Tiny Devices: Theory and Practice Song Guo
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.
| Media | Boeken Paperback Book (Boek met zachte kaft en gelijmde rug) |
| Vrijgegeven | 19 december 2024 |
| ISBN13 | 9781032374260 |
| Uitgevers | Taylor & Francis Ltd |
| Pagina's | 250 |
| Afmetingen | 150 × 220 × 10 mm · 453 g |
| Taal en grammatica | Engels |
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