On-Chip Training NPU - Algorithm, Architecture and SoC Design

Donghyeon Han, Hoi-Jun Yoo

Paperback (29 Jul 2024)

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Publisher's Synopsis

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.

Book information

ISBN:	9783031342394
Publisher:	Springer Nature Switzerland
Imprint:	Springer
Pub date:	29 Jul 2024
Language:	English
Number of pages:	237
Weight:	-1g
Height:	235mm
Width:	155mm