General remarks to exercises
These exercises are not intendend to be brain teasers (they can be nevertheless đ) - this is by design. They are designed to help you think in different ways about the lecture material. The exercises are highly recommended but not mandatory. It is best if you generate a jupyter notebook for each exercise and upload it till the deadline on ILIAS.
You are encouraged to work in groups of 2.
Exercises are only graded pass/failed, and you can request feedback in the Friday workbench sessions or via e-mail (see ILIAS). Again: Exercises are not mandatory to pass the course. The course-grade is solely based on the semesterproject.
The exercises
| Overview + first ERP | Exercise 1 |
| ERPs | Exercise 2, Supplementary PDF file |
| Filter | Exercise 3 |
| Cleaning | Exercise 4 |
| ICA | Exercise 5 |
| LinearModels | Exercise 6, Supplementary CSV file |
| Encoding | Exercise 7 |
| ClusterPermuatation | Exercise 8 |
| TimeFrequency | Exercise 9 |
| Decoding | Exercise 10 |
| Source Space | Exercise 11 |