1 INTRODUCTION

2 DEEP SPIKING NEURAL NETWORKS  
2.1 Learning Rules  
2.2 Network Architectures in Large Spiking Neural Networks  
2.3 Benchmarking  

3 FUTURE DIRECTIONS  
3.1 Learning Rules for Deep SNNs  
3.2 Towards Large Models  

4 CONCLUSION