腦與生理訊號分析理論與實作
Brain and Physiololgic Signal Analylsis: Theory and Hands-On Applications
學期
108-1
學分
3
學分
當期課號
B522
永久課號
B1302
開課單位
腦科學研究所
授課教師
楊智傑
校區
陽明
類別
選修
上課時間表
| 節 | 週四 |
|---|---|
5 13:20–14:10 | 腦與生理訊號分析理論與實作 YL839 3 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 |
* 根據陽明交大上課時間表所列
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to biomedical signal analysis |
| 第 2 週 | Linear analysis - variability of the signal |
| 第 3 週 | Linear analysis - frequency component of the signal |
| 第 4 週 | Time frequency analysis - power spectrum and beyond |
| 第 5 週 | National Holiday (No Class) |
| 第 6 週 | Case presentation 1 |
| 第 7 週 | Nonlinear analysis – fractal and entropy analysis |
| 第 8 週 | Biomedical signal analysis in sleep science |
| 第 9 週 | Midterm examination |
| 第 10 週 | Cardiopulmonary coupling analysis |
| 第 11 週 | Case presentation 2 |
| 第 12 週 | Biomedical signal analysis in clinical brain science |
| 第 13 週 | Brain complexity and loss of brain complexity hypothesis |
| 第 14 週 | Brain connectivity and network theory |
| 第 15 週 | Causal inference in the time series - granger causality and convergent cross mapping |
| 第 16 週 | Causal inference in the time series - causal decomposition analysis |
| 第 17 週 | Case presentation 3 |
| 第 18 週 | Final examination |