Join & Contact

The lab takes NCUE master’s students, undergraduate project students, and international students through TEEP and IIPP.

How to join

NCUE students

Email Prof. Yang with your CV, transcript, and one paragraph on which research area interests you and why. Undergraduates: mention the course or project you want to join.

International students (TEEP / IIPP)

TEEP (Taiwan Experience Education Program, Ministry of Education) and IIPP (International Internship Pilot Program, National Science and Technology Council) bring international students to the lab for research internships of three to six months (program rules are on the program websites). Write to us with your intended dates, background, and a topic from our research areas; we answer other questions by email.

Contact

Lab email
ncueaial@gmail.com
Address
Department of Electrical Engineering, National Changhua University of Education
Room E604
No. 2, Shida Rd., Changhua City, Changhua County 500208, Taiwan
The door sign of room E604: Dept. of Electrical Engineering, 人工智慧應用實驗室, Artificial Intelligence Applications Lab.
The door sign of room E604

Lab life

We meet every week to go over each other’s progress and new papers. Outside research, there is a year-end dinner (wei-ya) and the occasional pizza party.

International collaborations

We engage in international collaborations and cultural exchange programs to broaden our perspectives and adopt global AI practices.

Group photo of about fifty students outdoors under trees, holding flowers and banners

2024 IET ICETA conference

Two lab papers at the IET International Conference on Engineering Technologies and Applications, Chinese Culture University, Taipei, 25–27 October 2024: the two-step voice and face authentication poster, and an oral talk on LSTM current prediction and harmonic analysis in solar power systems.

Ting-Yi Lin in a suit pointing at the two-step authentication poster, board PA-01
Kuan-Wei Chen standing beside the two-step authentication poster
Lab members beside the 2024 IET ICETA banner and the Conference Room 1 programme board
Five frames of Zi-Xu Liu (Johnson) presenting the LSTM solar harmonics paper on stage

Questions

International interns (TEEP / IIPP)

How long is an internship, and when can I apply?

An internship lasts three to six months. Application periods follow the TEEP and IIPP program announcements; for anything else, email the lab.

What do interns work on?

Digital signal processing (short-time Fourier transform, discrete wavelet transform, digital filtering) and machine learning with LSTM and general regression neural networks, simulated and analyzed in MATLAB and Python, then implemented on embedded hardware such as FPGA boards. Recent topics are listed on the International Programs page.

Which skills should I have?

Programming in Python and MATLAB for signal processing and machine learning, and C or C++.

How is the internship organized?

Each intern works on a project, hands in a weekly report and attends a weekly meeting.

Facilities

Students share the lab’s equipment for model training, prototyping and deployment.

  • AI compute Dual-GPU AI training workstations (RTX 4090 / RTX 5090 class)
  • AI compute X299 workstation server
  • FPGA Digilent Arty A7-100T FPGA board × 5
  • FPGA TUL PYNQ-Z2 FPGA board (Zynq-7000, Python on FPGA)
  • Edge AI Seeed Grove Vision AI Module V2 × 18

Interested? Visit the lab or write to us.