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MACHINE LEARNING ON COMMODITY TINY DEVIC By Song Guo (Hardback) (9781032374239)
- Item No : 297404594216
- Condition : Brand New
- Brand : No brand Info
- Seller : bookwanderers
- Current Bid : US $120.91
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* Item Description
- This book aims at the tiny machine learning (TinyML) software and hardware synergy for edge intelligence applications. This book presents on-device learning techniques covering model-level neural network design, algorithm-level training optimization and hardware-level instruction acceleration. Analyzing the limitations of conventional in-cloud computing would reveal that on-device learning is a promising research direction to meet the requirements of edge intelligence applications. As to the cutting-edge research of TinyML, implementing a high-efficiency learning framework and enabling system-level acceleration is one of the most fundamental issues.
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