Layer-wise Weight Selection for Power-Efficient Neural Network Acceleration

Jiaxun Fang, Grace Li Zhang, Shaoyi Huang

Systolic array accelerators execute CNNs with energy dominated by the switching activity of multiply accumulate (MAC) units. Although prior work exploits weight dependent MAC power…