Signal & Data Analysis in Neuroscience (27-505)

 

Second semester, 2022

 

Lectures

2/3/2022             Signals and data in neuroscience

8/3/2022             Stochastic processes

9/3/2022             Poisson processes

15/3/2022           Single spike trains

22-23/3/2022      Multiple spike trains

29-30/3/2022      Neural encoding

5/4/2022            Neural discrimination

6/4/2022           Quiz 1

Holiday - Passover

26/4/2022          Neural decoding

27/4/2022         Optimization

3/5/2022          Manuscripts (Bayes) (Loss)

Holiday - Independence day

17-18/5/2022   Information theory

24/5/2022       Dimensionality reduction

31/5/2022       Independent component analysis (ICA)

1/6/2022        Clustering

2/6/2022        Frequency domain

7/6/2022        Systems

14-15/6/2022  Filters

16/6/2022      Spectral analysis

21/6/2022      Wavelets

22/6/2022      Manuscripts (Info) (CPU)