1 INTRODUCTION

2 SPIKING NEURAL NETWORKS WORKING PRINCIPLES

3 BRAIN INSPIRED SPIKING NEURAL NETWORKS

4 NEUROMORPHIC MACHINE LEARNING ACCELERATORS

5 THE DIFFICULTY OF TRAINING A SPIKING NEURAL NETWORK

6 HARDWARE IMPLEMENTATIONS: COMPARISONS AND DISCUSSIONS

7 WHAT COMES NEXT?

8 CONCLUSION