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