神經工程
Neural Engineering
| 節 | 週四 |
|---|---|
2 09:00–09:50 | 神經工程 EF253 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
First, I will teach the basic knowledge of neuroscience including neuron/cells and brain anatomy. Second, let you understand the cognitive neuroscience related to human cognition and understand how to do the experiment design. Finally, we will perform the EEG signal processing and try to observe the neural markers of the designed experiment.
Notebook/PC,Presentation, Matlab,EEGLAB toolbox, etc
Show up (10%) Midterm Exam (30%) Literature Report (20%) Experimental Design Project (20%) Final Project (30%)
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to Neural Engineering |
| 第 2 週 | What is Neural Engineering / Brain Computer Interface |
| 第 3 週 | Cellular Mechanisms and Cognition |
| 第 4 週 | Neuroanatomy and Development I |
| 第 5 週 | Neuroanatomy and Development II |
| 第 6 週 | The Methods of Cognitive Neuroscience |
| 第 7 週 | Midterm Exam |
| 第 8 週 | Cognitive Experiments and Design: Attention, Orientation, Memory, and Learning |
| 第 9 週 | EEG Basics and Data Acquisition |
| 第 10 週 | Literature Survey Report (should be related to the project) |
| 第 11 週 | EEG Signal Processing: Artifact Removal / Noise Rejection |
| 第 12 週 | Independent Component Analysis (ICA) |
| 第 13 週 | Experimental Design Project Report |
| 第 14 週 | Time-Frequency Analysis / Event Related Spectrum Perturbation (ERSP) |
| 第 15 週 | Multi-subjects Group Analysis / Component Clustering |
| 第 16 週 | Case Study I |
| 第 17 週 | Case Study II |
| 第 18 週 | Final Project Report |
1. Cognitive Neuroscience, Second Edition, by MiChaelS. Gazzaniga, RiChardB. Ivry, George R. Mangun 2. EEGLab toolbox, http://sccn.ucsd.edu/eeglab/ A. Delorme and S. Makeig, “EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis,” Journal of Neuroscience Methods, vol. 134, pp. 9-21, 2004.
- 地點
- 工程六館EF 462室 工程六館EF 553室
- 時間
- Wednesday 10:00am – 12:00pm
- 聯絡方式
- lwko@mail.nctu.edu.tw