Signal & Data Analysis in Neuroscience (27-505)
Second semester, 2022
Lectures
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2/3/2022 Signals and data in neuroscience
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8/3/2022 Stochastic processes
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9/3/2022 Poisson processes
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15/3/2022 Single spike trains
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22-23/3/2022 Multiple spike trains
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29-30/3/2022 Neural encoding
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5/4/2022 Neural discrimination
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6/4/2022 Quiz 1
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Holiday - Passover
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26/4/2022 Neural decoding
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27/4/2022 Optimization
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3/5/2022 Manuscripts (Bayes) (Loss)
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Holiday - Independence day
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17-18/5/2022 Information theory
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24/5/2022 Dimensionality reduction
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31/5/2022 Independent component analysis (ICA)
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1/6/2022 Clustering
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2/6/2022 Frequency domain
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20/6/2022 Systems
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21/6/2022 Filters
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16/6/2022 Spectral analysis
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21/6/2022 Wavelets
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