On-Chip Training NPU - Algorithm, Architecture and SoC Desig ...

Donghyeon Han

• 28 juli 2023
• 9783031342363

Samenvatting:

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.

• 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