ALSA: Associative Learning Based Supervised Learning Algorithm for SNN
Spiking neural network (SNN) is considered to be the brain-like model that best conforms to the biological mechanism of the brain.Due to the non-differentiability of the spike, the training method of SNNs is still incomplete.This paper proposes a supervised learning method for SNNs based on associative learning: ALSA.The method is based on the asso