DASH Lab (Prof. Donghyeon Han)

1. [2023] On-Chip Training NPU - Algorithm, Architecture and SoC Design

    - Authors: Donghyeon Han , Hoi-Jun Yoo

    - About Book: Focuses on the requirements and challenges of on-device deep neural network (DNN) training, rather than DNN inference. Provides guidelines for on-device, DNN training semiconductor or system-on-chip (SoC) design. Includes on-device training semiconductors and SoC design examples to facilitate understanding.

    - Related Link: https://link.springer.com/book/10.1007/978-3-031-34237-0