腦與生理訊號分析理論與實作
Brain and Physiololgic Signal Analylsis: Theory and Hands-On Applications
| 節 | 週四 |
|---|---|
5 13:20–14:10 | 腦與生理訊號分析理論與實作 YL839（陽明） 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
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to biomedical signal analysis 2020/09/17 |
| 第 2 週 | Linear analysis - variability of the signal 2020/09/24 |
| 第 3 週 | National HolidayLinear analysis - frequency component of the signal 2020/10/01 |
| 第 4 週 | Linear analysis - frequency component of the signalTime frequency analysis - power spectrum and beyond 2020/10/08 |
| 第 5 週 | Time frequency analysis - power spectrum and beyondCase Presentation 1 2020/10/15 |
| 第 6 週 | Nonlinear analysis - fractal and entropy analysis 2020/10/22 |
| 第 7 週 | Biomedical signal analysis in sleep science 2020/10/29 |
| 第 8 週 | Machine learning methods for biomedical signalsCardiopulmonary coupling analysis 2020/11/05 |
| 第 9 週 | Case Presentation 1Case Presentation 2 2020/11/12 |
| 第 10 週 | Biomedical signal analysis in clinical brain science 2020/11/19 |
| 第 11 週 | Brain complexity and loss of brain complexity hypotheis 2020/11/26 |
| 第 12 週 | Brain connectivity and network theory 2020/12/03 |
| 第 13 週 | Causal inference in the time series - granger causality and convergent cross mapping 2020/12/10 |
| 第 14 週 | Causal inference in the time series - causal decomposition analysis 2020/12/17 |
| 第 15 週 | Functional brain MRI analysis 2020/12/24 |
| 第 16 週 | Case Presentation 2Case Presentation 3 2020/12/31 |
| 第 17 週 | Questions and Discussion 2021/01/07 |
| 第 18 週 | Questions and Discussion 2021/01/14 |
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