EEG topic

Electroencephalography (EEG) is a non-invasive method for recording electrical activity in the brain, first performed on humans by Hans Berger in 1924 (Berger, 1929).

List EEG repositories

mnelab

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MNELAB – a GUI for MNE

AI-NLP-Paper-Readings

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This is my reading list for my PhD in AI, NLP, Deep Learning and more.

tapas

206
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TAPAS - Translational Algorithms for Psychiatry-Advancing Science

antropy

271
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AntroPy: entropy and complexity of (EEG) time-series in Python

fieldtrip

812
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709
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The MATLAB toolbox for MEG, EEG and iEEG analysis

muse-js

274
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Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)

EEGLearn

693
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221
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A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

deepsleepnet

382
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DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

NeuroKit.py

361
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102
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A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).

NeuroKit

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NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing