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On-Chip Training NPU - Algorithm, Architecture and SoC Design
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On-Chip Training NPU - Algorithm, Architecture and SoC Design
Han, Donghyeon; Yoo, Hoi-Jun
Unlike most available sources that focus on deep neural network (DNN) inference, this book provides readers with a single-source reference on the needs, requirements, and challenges involved with on-device, DNN training semiconductor and SoC design. The authors include coverage of the trends and history surrounding the development of on-device DNN training, as well as on-device training semiconductors and SoC design examples to facilitate understanding.
Details
Published by: Springer
Publication Date: 2023-07-28
Format: Hardcover
ISBN-13: 9783031342363
DOI: 10.1007/978-3-031-34237-0
Dimensions: 235cm x155cm
Pages: 237