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

ISBN-13: 9783031342394 / Angielski / Miękka / 2024

Donghyeon Han;Hoi-Jun Yoo

Opis

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.