Artificial Intelligence (AI) Fundamentals for the Display Industry: A Review (August 2024)

Artificial intelligence (AI) has been implemented into the display industry in recent years. This paper introduces AI theories applied to the display industry, covering concepts of AI, machine learning, and deep learning. It reviews optimization techniques for developing machine learning models and explains various deep learning architectures and learning paradigms applicable to the display industry. Additionally, it introduces explainable AI techniques for model analysis. Practical application cases will be reviewed in a separate paper.