Hardware Fundamentals for Artificial Intelligence: From Physical Devices to Chip Architecture

Principal instructor, Bachelor's level course, spring semester, Yuanpei College, Peking University, 2025

Course website

This course is an elective open to students of all majors, designed for those eager to learn the full-stack technologies of intelligent hardware design. The course will cover a range of foundational knowledge across multiple levels, including physical devices, circuit design, chip architecture, and hardware-software co-design. Additionally, the course will help develop students’ basic engineering practice skills, such as hardware implementation of simple algorithms, system simulation, and hardware debugging. Students will gain a foundational understanding of cross-layer methodologies in intelligent hardware design, along with essential skills and an academic perspective in the field, laying a solid foundation for further theoretical studies and research practice.