Connection Pruning for Deep Spiking Neural Networks with On-Chip Learning

Thao N. N. Nguyen, Bharadwaj Veeravalli, Xuanyao Fong

Long training time hinders the potential of the deep, large-scale Spiking Neural Network (SNN) with the on-chip learning capability to be realized on the embedded systems hardware.…