SDA 2024 lectures

Signal & Data Analysis in Neuroscience (27-505)

Second semester, 2024

Lectures

6/5/2024 Signals and data in neuroscience

8/5/2024 Stochastic processes

15/5/2024 Poisson processes

20-22/5/2024 Point process assessment

27/5/2024 Neural encoding

29/5/2024 Discrimination

3/6/2024 Optimization

5/6/2024 Detection

10/6/2024 Quiz 1

17-19/6/2024 Information theory

24/6/2024 Dimensionality reduction & Clustering

26/6/2024 Quiz 2

1/7/2024 Frequency domain

3/7/2024 Systems

8/7/2024 Filters

10-15/7/2024 Spectral analysis

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17/7/2024 Wavelets

18/7/2024 Quiz 3

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30/7/2024 Quiz 4​​​