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Machine Learning on Commodity Tiny Devices

Theory and Practice

Language EnglishEnglish
Book Paperback
Book Machine Learning on Commodity Tiny Devices Song Guo
Libristo code: 46854139
Publishers Taylor & Francis Ltd, December 2024
This book aims at the tiny machine learning (TinyML) software and hardware synergy for edge intellig... Full description
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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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About the book

Full name Machine Learning on Commodity Tiny Devices
Author Song Guo, Qihua Zhou
Language English
Binding Book - Paperback
Date of issue 2024
Number of pages 250
EAN 9781032374260
Libristo code 46854139
Publishers Taylor & Francis Ltd
Weight 453
Dimensions 178 x 254

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering
Computing & Information Technology > Computer science > Artificial intelligence > Machine learning
Computing & Information Technology > Computer science > Artificial intelligence > Neural networks & fuzzy systems
Computing & Information Technology > Computer hardware > Personal computers
Computing & Information Technology > Computer programming / software engineering > Algorithms & data structures
Computing & Information Technology > Computer programming / software engineering > Games development & programming
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