Development Process and Application Models of Deep Learning

Anni Kang1, Jiangang Chen2

1Hamden Hall Country Day School, Hamden, Connecticut, 06517, China

2Shenzhen Institute of Information Technology, Shenzhen, Guangdong, 518172, China

Abstract: Deep learning is a technique and method of machine learning. Since its introduction, deep learning has achieved remarkable results in application. This paper first reviews the development of deep learning chronologically, then introduces basic application models in deep learning such as FNN, CNN, RNN, GAN, DRL, compares some commonly used deep learning development frameworks, and finally, it analyzes the shortcomings existed and the future study trend regarding deep learning.

Keywords: DL; FNN; CNN; RNN; GAN; DRL