Optimizing the Consumption of Spiking Neural Networks with Activity Regularization

Simon Narduzzi, Siavash A. Bigdeli, Shih-Chii Liu +1

Reducing energy consumption is a critical point for neural network models running on edge devices. In this regard, reducing the number of multiply-accumulate (MAC) operations of De…