mne

mne-tools/mne-cpp

MNE-CPP: A Framework for Electrophysiology

sappelhoff/pyprep

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

mne-tools/mne-bids

MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.

cibr-jyu/meggie

User-friendly MNE-python based graphical user interface to do MEG and EEG analysis with multiple subjects

smathot/eeg_eyetracking_parser

Python routines for parsing of combined EEG and eye-tracking data

AGhaderi/MNE-Preprocessing

MNE-preprocessing is a python repository to reduce artifacts based on basic and unanimous approaches step by step from electroencephalographic (EEG) raw data.

carlosfg97/AutomaticSleepStageClassifier

Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EEG. Undergraduate thesis

luoxiaolin521/MNE

MNE: Multi-relational Network Embedding

ciglenecki/eeg-driver-fatigue-detection

🧠 + 🚗 Driver fatigue detection through multiple entropy fusion analysis in an EEG-based system

gesture-classification/gesture_classification

Hand gesture classification by optomyographical sensor signals

jackz314/eeglabio

I/O support for EEGLAB files in Python.

andlab-um/Emotion_Neurophysio_IS-RSA

Scripts for the emotion EEG, ECG, sociability ISRSA analysis

fcbg-hnp-meeg-archive/eeg-timeFreqToolbox

[DEPRECATED] EEG Frequency Visualizer - MNE

JulesBelveze/eeg-classifier

🧠Quality assessor for EEG recordings 🧠

nirdslab/asd-detection

Neural Architectures for the Detection of ASD using EEG and IRT

SherazKhan/sparse

Sparsity enables subcortical source estimation, Krishnaswamy et al, PNAS 2017

basverkennis/Flight-Sim-Cognitive-Workload-EEG-Prediction

Predicting Cognitive Workload in Flight Simulations using EEG Spectral and Connectivity Features: Repository for Research Code and Results

konspatl/DL-EEG

A Deep Learning Library for State-Based EEG Analysis

nirdslab/asd-eeg

Classify whether a patient is having ASD or not using EEG Data. [NOTE] This project is no longer maintained. An active version is now in https://github.com/nirdslab/asd-detection

Baushkiner/total-perspective-vortex

Jupiter notebook with EEG-data classification problem from the MNE library

bruAristimunha/Across-Modalities

hoechenberger/vscode-mne-python

MNE-Python extension for VS Code

AryaKoureshi/EEG-Signal-Classification-using-CSP-Features

This repository contains a Python implementation for solving a two-class classification problem using CSP features extracted from EEG data. The classification task involves discriminating between mental tasks, specifically imagining foot movement and performing mental discrimination.

hoechenberger/mne-bids-pipeline-runner

A runner for the MNE BIDS Pipeline.

inbo/n2khab-monitoring

Task + repository planning & workflow documentation in Flemish Natura 2000 habitat monitoring

kdotdot/cerebra_atlas_python

Average brain volume + labeling

oca-john/EEG.DeepLearning-xi

The technical process of processing EEG data with Python-MNE and Octave.

vtr0n/p300-speller

Simple P300 speller

LukasKarner/neuro-project

This is the repository of a course project in neuroinformatics. The project was about using autoencoder anomaly detection in order to detect button presses in EEG data.

NinaSpAce/CMPS-420-PROJECT

A website that allows users to upload EEG and similar files and the user can make certain filtering/preprocessing selections that apply to graph visualization. Worked on this project in CMPS 420 using libraries like MNE, Plotly, and Django

r1cc4r2o/DhW

DhW: Decoding the hidden Waves

richardkoehler/pte-xdf

A python package for loading XDF files into MNE

artainmo/total_perspective_vortex

42 school project. Process EEG datas by cleaning, extracting, creating a ML pipeline implementing a dimensionality reduction algorithm before finding the right classifier and handling a real time data-stream with sklearn.

Boutoo/ICApp

ICApp is a Python-based application that offers a graphical user interface to view and analyze MNE Tools ICA components

manishthilagar/Estimating-evoked-responses-of-EEG-using-MNE-python

Estimating evoked responses