Semi-Streaming Architecture: A New Design Paradigm for CNN Implementation on FPGAs

Nazariy K. Shaydyuk, Eugene B. John

The recent research advances in deep learning have led to the development of small and powerful Convolutional Neural Network (CNN) architectures. Meanwhile Field Programmable Gate…