Signal & Data Analysis in Neuroscience (27-505)

 

Second semester, 2021

 

Lectures

7/3/2021   Signals and data in neuroscience

10/3/2021   Stochastic processes I

14/3/2021 Stochastic processes II

17/3/2021 Poisson processes I

21/3/2021 Poisson processes II

7/4/2021  Single spike trains

11/4/2021 Multiple spike trains

 

18/4/2021 Neural encoding I

21/4/2021 Neural encoding II

25/4/2021 Neural discrimination

28/4/2021 Neural decoding I

2/5/2021 Neural decoding II

5/5/2021 Optimization

9/5/2021 Q & A

12/5/2021 Information theory I

19/5/2021 Information theory II

23/4/2021 Information theory III

26/5/2021 Dimensionality reduction

30/5/2021 Independent component analysis (ICA)

2/6/2021 Clustering

6/6/2021 Frequency domain

9/6/2021 Systems

 

13/6/2021 Filter I

16/6/2021 Filters II

 

20/6/2021 Spectral analysis I

 

23/6/2021 Spectral analysis II

30/6/2021 Wavelets