Compact and Fast Machine Learning Accelerator for IoT Devices
| Main Authors: | , |
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| Autor Corporativo: | |
| Resumo: | IX, 149 p. 76 illus., 61 illus. in color. text |
| Idioma: | inglês |
| Publicado em: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2019.
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| Edição: | 1st ed. 2019. |
| Colecção: | Computer Architecture and Design Methodologies,
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| Assuntos: | |
| Acesso em linha: | https://doi.org/10.1007/978-981-13-3323-1 |
| Formato: | Recurso Electrónico Livro |
Sumário:
- 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.