A survey on deep learning for software engineering

• Main Authors: YANG, Yanming, XIA, Xin, LO, David
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Deep learning; neural network; machine learning; software engineering; survey; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7798; https://ink.library.smu.edu.sg/context/sis_research/article/8801/viewcontent/DeepLearningSE_survey_2022_av.pdf
• Institution: Singapore Management University

In 2006, Geoffrey Hinton proposed the concept of training "Deep Neural Networks (DNNs)" and an improved model training method to break the bottleneck of neural network development. More recently, the introduction of AlphaGo in 2016 demonstrated the powerful learning ability of deep learnin...