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All Projects → choldgraf → paper-encoding_decoding_electrophysiology

choldgraf / paper-encoding_decoding_electrophysiology

Licence: other
A repository for tutorials to supplement the encoding model methods paper

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python
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Tutorials for Encoding/Decoding Models in Cognitive Neuroscience

This is a short collection of notebooks describing how to create encoding and decoding models of cognitive neuroscience. It accompanies the journal article Encoding and Decoding in Cognitive Electrophysiology.

The notebooks focus on auditory analysis and machine learning using electrophysiological signals recorded from the brain. Check out index.ipynb for a description of these materials, and see the Binder link below for an interactive version..

Installing

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If you'd like to run the code locally, simply clone this repository, make sure you have all the packages installed in the requirements.txt file, and open a jupyter notebook session from within the root folder.

Binder

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