On-Chip Training Npu - Algorithm, Architecture and Soc Design

by Donghyeon Han and Hoi-Jun Yoo

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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• Format: Hardcover
• Language: English
• ISBN: 3031342364
• ISBN13: 9783031342363
• Release Date: July 2023
• Publisher: Springer
• Length: 237 Pages
• Weight: 1.19 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"