Analysis the Principle of AI Chip Principle and the State-of-art Applications

Abstract

In recent years, AI chips are widely used in advance IC manufacturing. On this basis, this study provides an in-depth analysis of the principles and state-of-the-art applications of AI chips. This research first briefly introduces the history of artificial intelligence and the emergence of artificial intelligence chips as specialized hardware components aimed at effectively performing complex calculations required for artificial intelligence tasks. The article then delves into the basic definition and description of AI chips, the differences between AI chips and ordinary chips, the architecture and manufacturing process of AI chips, application scenarios and results, and the limitations of current AI chips. At the same time, the study also emphasizes the impact of artificial intelligence chips on the field of artificial intelligence research and their potential to shape the future of computing. Overall, the result of the study is a valuable resource for anyone interested in understanding the principles and applications of AI chips.