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CENG4480 Embedded System Development and Applications – Fall 2024
| Lecture: | M10:30–12:15 | @SC LG23 |
| Lab: | W11:30–13:15 | @SHB 102 |
| Course Professor: | Prof. Bei Yu | byu@cse.cuhk.edu.hk |
| Course tutors: | Lancheng Zou | lczou23@cse.cuhk.edu.hk |
| Yuhao Ji | yhji24@cse.cuhk.edu.hk | |
| Mingjun Li | mjli23@link.cuhk.edu.hk |
Announcements
Sep. 20: Course webpage is online.
Course Requirements:
Class Attendance (5 marks), Homework (20 marks), Midterm Exam (20 marks), Labs (25 marks), Final Project (30 marks).
A student must gain at least 50 marks in order to pass the course.
References:
[1] S. E. Derenzo, “Interfacing – A laboratory approach using the microcomputer for instrumentation, data analysis and control”, Prentice Hall, 1990.
[2] Giorgio Rizzoni, “Principles and Applications of Electrical Engineering”, McGraw-Hill, 2005.
[3] Neil Weste, David Harris, “CMOS VLSI Design: A Circuits and Systems Perspective (4th Edition)”, 2010. (web, amazon.cn)
[4] Howard Johnson, Martin Graham, “High Speed Digital Design: A Handbook of Black Magic”, Prentice Hall, 1993.
[5] Dan Simon, “Kalman filtering”, Embedded systems programming, 2001.
[6] Ramsey Faragher, “Understanding the basis of the kalman filter via a simple and intuitive derivation”, IEEE Signal processing magazine, 2012.
Lectures and Labs
| Date | Lecture | Date | Tutorial | |
| Sep 09 | Lec01 Intro (slides-1) (slides-2) | Sep 11 | No Lab | |
| Sep 16 | Lec02 DNN (slides) | Sep 18 | Chinese Mid-Autumn Festival | |
| Sep 23 | Lec03 GEMM (slides) | Sep 25 | Lab01 Intro | |
| Sep 30 | Lec04 Direct-Conv (slides) | Oct 02 | Lab01 Q&A | |
| Oct 07 | Lec05 Sparse-Conv (slides) | Oct 09 | Lab2 General Matrix Multiply | |
| Oct 14 | continue on sparse conv | Oct 16 | Lab2 Q&A | |
| Oct 21 | Lec06 quant (slides) | Oct 23 | Lab3 Sense HAT | |
| Oct 28 | Midterm | Oct 30 | Lab3 Q&A | |
| Nov 04 | continue on quant | Nov 06 | Lab4 Detection | |
| Nov 11 | Lec07 BNN (slides) | Nov 13 | Lab4 Q&A | |
| Nov 18 | Lec08 sensor (slides) | Nov 20 | Lab4 Q&A | |
| Nov 25 | Project presentation | Nov 27 | Project presentation |
Homework
All homeworks and lab reports should be submitted through blackboard before the due day. Late submission is subject to a penalty.
Important Dates
11:59pm, Oct. 20, 2024: Lab2 report deadline.
11:59pm, Oct. 05, 2024: Lab1 report deadline.