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

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.

• | Author: Donghyeon Han, Hoi-Jun Yoo
• | Publisher: Springer
• | Publication Date: Jul 28, 2023
• | Number of Pages: 260 pages
• | Language: English
• | Binding: Hardcover
• | ISBN-10: 3031342364
• | ISBN-13: 9783031342363