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lectures and practicals will take place at the Sainsbury Wellcome Centre lecture theatre. Lectures will be on Mondays from 1pm to 3pm and practicals on Fridays from 2pm to 3:30pm.
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material related to lectures can be found here
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material related to discussion sessions can be found here
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worksheets can be found here
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Week Date Topic Lecturers Type 01 Jan 13 Probability for temporal time series analysis Joaquin Rapela lecture 01 Jan 17 Probability for temporal time series analysis Joaquin Rapela practical 02 Jan 20 Statistics for temporal time series analysis Joaquin Rapela lecture 02 Jan 24 Statistics for temporal time series analysis Joaquin Rapela practical 03 Jan 27 Spectral time series analysis Joaquin Rapela lecture 03 Jan 31 Spectral time series analysis Joaquin Rapela practical 04 Feb 03 Dimensionality reduction Sina Tootoonian lecture 04 Feb 07 Singular Value Decomposition Sina Tootoonian practical 05 Feb 10 Linear Regression Lior Fox lecture 05 Feb 14 Linear Regression Lior Fox practical 06 Feb 17 Circular statistics, The bootstrap Kira Düsterwald lecture 06 Feb 21 Circular statistics Kira Düsterwald practical 07 Feb 24 Linear Dynamical Systems Kris Jensen lecture 07 Feb 28 Linear Dynamical Systems practical 08 Mar 03 Artificial Neural Networks Erin Grant lecture 08 Mar 07 Artificial Neural Networks Erin Grant practical 09 Mar 10 Reinforcement learning Jesse Geerts lecture 10 Mar 14 Reinforcement learning Jesse Geerts practical 09 Mar 17 Experimental Control with Bonsai Goncalo Lopez Nick Guilbeault lecture 10 Mar 21 Experimental Control with Bonsai Goncalo Lopez Nick Guilbeault practical -
running scripts: we recommend that you run the provided scripts in a conda environment. Before running any script do (only once):
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conda create -n statsNeuro python -
clone this repository (
git clone [email protected]:joacorapela/statsNeuro2025.git) -
change to the repository directory (
cd statsNeuro2025) -
activate your conda environment (
conda activate statsNeuro) -
type
pip install -e .to install requirements
Then you can run any script by (for example):
cd practicals/02_LFPs_spectralAnalysis/exercises/python doReconstructionExercise.py
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If you have any problem running scripts in this repo, please contact Joaquin Rapela.