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dougjangus's Projects

awesome-phd icon awesome-phd

All the resources I wish I knew when starting my PhD. This repository is aimed to be a living, constantly developing resource where everybody can contribute with new resources!

deap_mne_preprocessing icon deap_mne_preprocessing

Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction

discover-eeg icon discover-eeg

A pipeline to automatically preprocess, analyze and visualize resting state EEG data.

eegpipeline icon eegpipeline

Easy-to-use EEG preprocessing pipeline based on MNE

fooof icon fooof

Parameterizing neural power spectra into periodic & aperiodic components.

fooof_mat icon fooof_mat

A Matlab wrapper for spectral parameterization.

mat_py_mat icon mat_py_mat

Examples and tooling for using spectral parameterization within a Matlab workflow.

pyprep icon pyprep

A Python implementation of the Preprocessing Pipeline (PREP) for EEG data

sprint icon sprint

Code for simulating neural time series, spectrogram parameterization (using SPRiNT), and generating figures from the SPRiNT preprint

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