eeg-analysis topic

List eeg-analysis repositories

brain

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🧠 Study about electrical activity of the brain retrieved from an EEG headset (repo in french).

yasa

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YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

entropy

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EntroPy: complexity of time-series in Python (DEPRECATED)

brainflow

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BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

EEGNet

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[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

eegUtils

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An R package for processing and plotting of electroencephalography (EEG) data

dreamento

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Dreamento (DReam ENgenieering TOolbox): a Python-based software for dream engineering while monitoring/analyzing real-time EEG data.

CNNs-on-CHB-MIT

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The project is about applying CNNs to EEG data from CHB-MIT to predict seizure

PyEEGLab

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Analyze and manipulate EEG data using PyEEGLab.