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

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

(Paperback)

Hoi-Jun Yoo, Donghyeon Han,

Springer International Publishing AG (Publisher)

Published
2024
Reviews
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Technology, Engineering, Agriculture, Industrial processesElectronics and communications engineeringElectronics engineeringElectronics: circuits and components

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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.

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