A Low-Power Sparse Deep Learning Accelerator with Optimized Data Reuse

Kai-Chieh Hsu, Tian-Sheuan Chang

Sparse deep learning has reduced computation significantly, but its irregular non-zero data distribution complicates the data flow and hinders data reuse, increasing on-chip SRAM a…