Distilling Neuron Spike with High Temperature in Reinforcement Learning Agents

Understand

Spiking neural network (SNN), compared with depth neural network (DNN), has faster processing speed, lower energy consumption and more biological interpretability, which is expected to approach Strong AI.

• Reinforcement learning is similar to learning in biology.
• It is of great significance to study the combination of SNN and RL.
• We propose the reinforcement learning method of spike distillation network (SDN) with STBP.