Biomedical Signal Analysis 2018

Course Agenda

1. Introduction to biomedical signal analysis
2. Workshop
​    ECG workshop materials
    EEG workshop materials

3. Linear analysis - variability of the signal
4. Workshop

5. Linear analysis - frequency component of the signal
6. Workshop

7. Nonlinear analysis - fractal, entropy, and complexity science
8. Workshop

9. Time frequency analysis - power spectrum and beyond
10. Workshop
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11. Cardiopulmonary coupling analysis

12. Connectivity analysis – correlation, coherence, and causality
13. Workshop

14. Causal inference in the time series

15. Introduction to brain science

16. Brain complexity and loss of brain complexity hypothesis

17. Brain connectivity and network theory