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	Oct 08	Lab2 General Matrix Multiply and Q&A
Oct 13	continue on sparse conv	Oct 15	Lab3 Sense HAT
Oct 20	Lec06 quant	Oct 22	Lab3 Q&A
Oct 27	Midterm	Oct 29	Lab4 Detection
Nov 03	continue on quant	Nov 05	Lab4 Q&A
Nov 10	Lec07 BNN	Nov 12	Lab4 Q&A
Nov 17	Lec08 sensor	Nov 19	Lab4 Q&A
Nov 24	Project presentation

Homework

Important Dates