Signal & Data Analysis in Neuroscience (27-505)
Second semester, 2023
Lectures
14/3/2023 Signals and data in neuroscience
15/3/2023 Stochastic processes
21/3/2023 Poisson processes
22/3/2023 Single spike trains
28-29/3/2023 Multiple spike trains
Holiday - Passover
18/4/2023 Neural encoding
19/4/2023 Neural discrimination
Holiday - Independence day
2/5/2023 Neural decoding
3/5/2023 Quiz 1 (14/3-29/3)
9/5/2023 Optimization
10-16/5/2023 Information theory
17/5/2023 Quiz 1 (14/3-2/5)
23/5/2023 Dimensionality reduction
XX/XX/2023 Independent component analysis (ICA)
XX/XX/2023 Clustering
XX/XX/2023 Frequency domain
XX/XX/2023 Systems
13-14/6/2023 Conference (Stockholm)
XX/XX/2023 Filters
XX/XX/2023 Spectral analysis
XX/XX/2023 Wavelets