On-Chip Training NPU - Algorithm, Architecture and SoC Design
Download or Read eBook On-Chip Training NPU - Algorithm, Architecture and SoC Design PDF written by Donghyeon Han and published by Springer Nature. This book was released on 2023-08-28 with total page 249 pages. Available in PDF, EPUB and Kindle.
Author | : Donghyeon Han |
Publisher | : Springer Nature |
Total Pages | : 249 |
Release | : 2023-08-28 |
ISBN-10 | : 9783031342370 |
ISBN-13 | : 3031342372 |
Rating | : 4/5 (70 Downloads) |
Book Synopsis On-Chip Training NPU - Algorithm, Architecture and SoC Design by : Donghyeon Han
Book excerpt: 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.