CENG4480 Embedded System Development and Applications – Fall 2025

Lecture:	M10:30–12:15	ERB 401
Lab:	W11:30–13:15	@SHB 102
Course Professor:	Prof. Bei Yu	byu@cse.cuhk.edu.hk
Course tutors:	Yuhao Ji	yhji24@cse.cuhk.edu.hk
	Yuntao Lu	ytlu23@cse.cuhk.edu.hk
	Feng Gu	fgu25@cse.cuhk.edu.hk

• Blackboard

• Honesty in Academic Work

• Staff Student Expectations

• About Absence in mid-term or quiz

Announcements

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] Arduino Online Reference.

Lectures and Labs

Date	Lecture	Date	Tutorial
Sep 01	No Lecture	Sep 04	No Lab
Sep 08	No Lecture	Sep 10	Lab01 Intro
Sep 15	Lec01&02 Intro&DNN (slides-1, slides-2)	Sep 17	Lab1 Q&A
Sep 22	Lec03 GEMM (slides)	Sep 24	No Lab
Sep 29	Lec04 Direct-Conv (slides)	Oct 01	National Day Holiday
Oct 06	Lec05 Sparse-Conv (slides)	Oct 08	Lab2 General Matrix Multiply
Oct 13	Lec06 pruning (slides)	Oct 15	Lab2 Q&A
Oct 20	Lec07 quant (slides)	Oct 22	Lab3 Sense HAT
Oct 27	Midterm	Oct 29	Lab3 Q&A
Nov 03	continue on quant	Nov 05	Final Project Discussion
Nov 10	Lec08 BNN (slides)	Nov 12	Final Project Discussion
Nov 17	Lec09 sensor	Nov 19	Final Project Discussion
Nov 24	Project presentation

Homework

Important Dates