本课程以智能计算领域几个典型应用为研究对象，讲述智能计算系统从软件算法到专用架构实现所涉及的指令集、编译器与软件栈等基本原理与系统优化方法，使学生理解从系统的角度实现智能计算的整个工作过程。目的在于培养学生在专用的智能计算架构基础上设计和使用相关编译器和软件栈以及系统优化方法的基本技能。

The Principles and Application of AI Chip course takes several typical applications in the field of AI computing as the research object, and focuses on the basic principles and system optimization methods involved in instruction set, compiler and software stack from software algorithm to computer architecture. To understand the design process of AI computing from the perspective of the system. The purpose of this course is to develop students' basic skills in designing and using relevant compilers and software stacks and system optimization methods based on an AI computing architecture.

本课程是计算机、通信、自动控制及信息等专业的重要专业基础课。课程辅以实验教学，使学生通过本课程的学习后，能全面掌握数字系统基本组成和工作原理，并熟练地掌握用于对数字系统进行分析和设计的各种方法。