1 INTRODUCTION  
2 PRELIMINARY CONCEPTS OF NEURAL NETWORKS  
3 CONCEPTS OF QUANTIZATION  
4 TRAINING OF QUANTIZED NEURAL NETWORK  
5 OPERATIONS IN QUANTIZATION  
6 LAYERS IN QUANTIZATION  
7 EVALUATION AND DISCUSSION  
8 CONCLUSION AND FUTURE WORKS