Machine Learning

Machine learning is a subfield of artificial intelligence (AI) related to the development of algorithms and statistical models that enable computer systems to learn from data and make decisions or predictions without being explicitly programmed. It is widely used in various applications, including computer vision, natural language processing, recommendation systems, bioinformatics, and medical diagnosis, etc.

Knowledge: Programming, Data Structure, Pattern Recognition, Signal Process

Requirement: Qualified Engineering Math, programming skill

Students: 2~4

Year: 2024

FPGA

FPGA (Field-Programmable Gate Array) is a type of integrated circuit (IC) that designers can program and configure through a hardware description language (HDL). FPGAs allow designers to create custom digital circuits that can perform specific tasks such as signal processing, control logic, and data manipulation, and they are widely used in various applications, including digital signal processing, wireless communication, computer networking, aerospace, and defense, etc.

Knowledge: Logic Design, VLSI, Verilog, DSP, FPGA Experiment

Requirement: Qualified Engineering Math, programming skill

Students: --

Year: NA

Sensor Design

Sensors are devices that convert physical quantities into electrical signals that can be processed and analyzed by computers or other electronic devices. The design of a sensor involves circuit design and conducting comprehensive experiments to validate the reliability and stability.

Knowledge: Electrical Circuit, Electronics, Signal Process

Requirement: Qualified Engineering Math, research enthusiasm

Students: --

Year: NA

Digital IC Design

Digital IC design is to design integrated circuit (IC) where designers configure a system through a hardware description language (HDL).

Knowledge: Logic Design, Digital IC Design, Verilog, DSP, Computer Architecture

Requirement: Digital IC design, programming, and Comprehensive skills

Graduate Students: 1~2

Year: 2024

Student Rewards

NCYU EE Project Competition Gold Award, Guo, H.W., 2023

NCYU EE Project Competition Silver Award, Tsai, Y.C., Lin, C.S., 2023

NCYU EE Project Competition Honorable Mention Award, Song, M.H, 2022