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Machine Learning on Commodity Tiny Devices - Qihua Zhou - Bog

Bag om Machine Learning on Commodity Tiny Devices

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.

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  • Sprog:
  • Ukendt
  • ISBN:
  • 9781032374239
  • Indbinding:
  • Hardback
  • Sideantal:
  • 250
  • Udgivet:
  • 13. December 2022
  • Størrelse:
  • 260x22x185 mm.
  • Vægt:
  • 632 g.
  • 4-7 hverdage.
  • 28. Maj 2024
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Beskrivelse af Machine Learning on Commodity Tiny Devices

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.

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