腦機介面系統
Brain-Computer Interface
| 節 | 週五 |
|---|---|
3 10:10–11:00 | 腦機介面系統 EC329（光復） 2 節連堂 |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
Course outline: This course explores state-of-the-art brain-sensing methodology and its application to neuroscience, neurology, and human-machine interaction. Lectures will be given on the relevant topics including the background to brain function, sensing technology, signal processing, machine learning methods, and applications of brain-computer interfacing (BCI) in various domains. Course objectives: 1. Understand the background to conduct research in neuromonitoring and BCI. 2. Understand the literature in the field of BCI. 3. Understand and use engineering approaches in BCI. 4. Be able to apply tools required for real-time BCI systems. 5. Understand the domains and contexts in which BCIs are effective. 6. Understand the open questions and challenges in real-world applications of BCI.
Basic programming in Python.
無備註
- All registered students and waitlist students should attend the first class. Limited additional enrollment will be available at the end of the first class. Students fail to participate in the first meeting may be withdrawn from the class as a 'no show'. - No show in class may lead to loss in grades. ***** Course operation may be subject to change due to unforeseen causes. *****
Participation 10%; Homework 60%; Competition 30% (subject to change based on the needs of the class)
教師未提供此項資料
| 週次 | 主題 |
|---|---|
| 第 1 週 | Course introduction 2023-09-15(五) |
| 第 2 週 | Introduction to BCI (video) 2023-09-22(五) |
| 第 3 週 | Mid-autumn Festival 2023-09-29(五) |
| 第 4 週 | Neuromonitoring and EEG acquisition (video) 2023-10-06(五) |
| 第 5 週 | HW1 presentation 2023-10-13(五) |
| 第 6 週 | Lab1: EEG recording 2023-10-20(五) |
| 第 7 週 | EEG preprocessing 2023-10-27(五) |
| 第 8 週 | EEG feature extraction 2023-11-03(五) |
| 第 9 週 | Machine learning for BCI 1 2023-11-10(五) |
| 第 10 週 | Machine learning for BCI 2 2023-11-17(五) |
| 第 11 週 | Lab 2: car demo 2023-11-24(五) |
| 第 12 週 | Fundamental Neurophysiology 2023-12-01(五) |
| 第 13 週 | Invited talk 2023-12-08(五) |
| 第 14 週 | Neuromodulation 2023-12-15(五) |
| 第 15 週 | Challenges and Ethical issues in BCI application 2023-12-22(五) |
| 第 16 週 | Lab 3: Final car competition 2023-12-29(五) |
| 第 17 週 | TBD 2024-01-05(五) |
| 第 18 週 | TBD 2024-01-12(五) |
Literature reading; Online resources.
- 地點
- EC240, Engineering Building III, Guang-Fu Campus
- 時間
- By appointment.
- 聯絡方式
- Chun-Shu Wei (wei@nycu.edu.tw)