Neuroscience using Python

Some tutorials using Python for neuroscience. They are in the form of Jupyter Notebooks and are designed to be run on a virtual server, such as binder.
Clicking on the links below will fire up a server for you and drop you into an interactive environment where you dive right in. Give it a try!

Questions? Stuck in an assignment? Open a issue on this repository and I shall try to answer.

EEG-ERP

Perform a magic trick through ERP analysis on EEG data

EEG-BCI

Analyze EEG data for BCI purposes, using no fancy toolboxes, just plain NumPy/SciPy:

1. Load EEG data and plot ERP
2. Frequency analysis
3. Imagined movement
4. Classifying the P300

MNE-Python

An introduction to basic MEG data analysis using MNE-Python
Representational Similarity Analysis using MNE-RSA

ConPy

An introduction to basic functional connectivity analysis using ConPy

Post-Hoc

Using domain information in linear regression