PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration

no code implementations • 24 Mar 2023 • Richard Petri, Grace Li Zhang, Yiran Chen, Ulf Schlichtmann, Bing Li

To address this challenge, we propose PowerPruning, a novel method to reduce power consumption in digital neural network accelerators by selecting weights that lead to less power consumption in MAC operations.

Efficient Neural Network