Quantization of Spiking Neural Networks Beyond Accuracy

Evan Gibson Smith, Jacob Whitehill, Fatemeh Ganji

Quantization is a natural complement to the sparse, event-driven computation of Spiking Neural Networks, reducing memory bandwidth and arithmetic cost for deployment on resource-co…