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

17-8/5/2022 Information theory

24/5/2022 Dimensionality reduction

25/5/2022 Independent component analysis (ICA)

31/5/2022 Clustering

XXX/2022 Frequency domain

XXX/2022 Systems

XXX/2022 Filters

XXX/2022 Spectral analysis

XXX/2022 Wavelets