Machine Learning on Commodity Tiny Devices

Song Guo

ISBN 10: 1032374233 ISBN 13: 9781032374239

Verlag: CRC Press, 2022

Sprache: Englisch

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Bibliografische Details

Titel

Machine Learning on Commodity Tiny Devices

Verlag

CRC Press

Erscheinungsjahr

2022

Sprache

Englisch

ISBN-10

1032374233

ISBN-13

9781032374239

Einband

HRD

Zustand

New

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Inhaltsangabe

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.

�ber die Autorin bzw. den Autor

Song Guo is a Full Professor leading the Edge Intelligence Lab and Research Group of Networking and Mobile Computing at the Hong Kong Polytechnic University. Professor Guo is a Fellow of the Canadian Academy of Engineering, Fellow of the IEEE, Fellow of the AAIA and Clarivate Highly Cited Researcher.

Qihua Zhou is a PhD student with the Department of Computing at the Hong Kong Polytechnic University. His research interests include distributed AI systems, large-scale parallel processing, TinyML systems and domain-specific accelerators.

��ber diesen Titel� kann sich auf eine andere Ausgabe dieses Titels beziehen.

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