Compact and Fast Machine Learning Accelerator for IoT Devices
| Hlavní autoři: | , |
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| Korporativní autor: | |
| Shrnutí: | IX, 149 p. 76 illus., 61 illus. in color. text |
| Jazyk: | angličtina |
| Vydáno: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2019.
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| Vydání: | 1st ed. 2019. |
| Edice: | Computer Architecture and Design Methodologies,
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| Témata: | |
| On-line přístup: | https://doi.org/10.1007/978-981-13-3323-1 |
| Médium: | Elektronický zdroj Kniha |
Obsah:
- Computing on Edge Devices in Internet-of-things (IoT)
- The Rise of Machine Learning in IoT system
- Least-squares-solver for Shadow Neural Network
- Tensor-solver for Deep Neural Network
- Distributed-solver for Networked Neural Network
- Conclusion.