You can find the recording of the lecture here.
The exercises and semesterproject can be found in this github repo.
| Content | Lecture | Exercise |
|---|---|---|
| Introduction | Chapter 1 | Exercise 1 |
| Filtering | Chapter 2 | Exercise 2 |
| Data Cleaning | Chapter 3 | Exercise 3 |
| Blind Source Seperation | Chapter 4 | Exercise 4 |
| Event Related Potentials | Chapter 5 | Exercise 5 |
| Multiple Linear Regression | Chapter 6 | Exercise 6 |
| Encoding Models | Chapter 7 | Exercise 7 |
| Multiple Comparison Corrections | Chapter 8 | Exercise 8 |
| Time-Frequency Analysis | Chapter 9 | Exercise 9 |
| Decoding Analysis | Chapter 10 | Exercise 10 |
| Source Space Analysis | Chapter 11 | Exercise 11 |
| Various Topics | Chapter 12 | –– |