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