mne

mne-tools/mne-cpp

MNE-CPP: A Framework for Electrophysiology

sappelhoff/pyprep

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.

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.

cibr-jyu/meggie

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

carlosfg97/AutomaticSleepStageClassifier

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

ciglenecki/eeg-driver-fatigue-detection

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

luoxiaolin521/MNE

MNE: Multi-relational Network Embedding

CECNL/XBrainLab

We introduce XBrainLab, an open-source user-friendly software, for accelerated interpretation of neural patterns from EEG data based on cutting-edge computational approach.

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.

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

Armin-Abdollahi/Signal-Processing

It features tutorials on using the EEGLAB toolbox and MNE-Python, guiding users through the basics of EEG data handling, pre-processing, and artifact removal.

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

Predicting Workload in Virtual Flight Simulations using EEG Spectral and Connectivity Features

fcbg-meeg-archive/eeg-timeFreqToolbox

[DEPRECATED] EEG Frequency Visualizer - MNE

JulesBelveze/eeg-classifier

🧠Quality assessor for EEG recordings 🧠

nirdslab/asd-detection

Detecting ASD with Models Trained on EEG/IRT Data

konspatl/DL-EEG

A Deep Learning Library for State-Based EEG Analysis

SherazKhan/sparse

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

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

sposso/fNIRS-preprocessing-guide

Preprocessing the fNIRS data from the paper "The use of broad vs restricted regions of interest in functional near-infrared spectroscopy for measuring cortical activation to auditory-only and visual-only speech"

ZaZi2002/EEG-Processing-SourceLocalization

EEG Signal Processing project, solving the brain source localization problem using various methods and models.

Harshith8333/EEG-Task-Classification-ASD

🧠 EEG preprocessing and classification pipeline for ASD research using MUSE EEG data

jbkordass/lightweight-pipeline

A Python package to write data processing pipelines with. Initially designed for eeg/meg analysis using MNE-Python with MNE-BIDS.

kdotdot/cerebra_atlas_python

Average brain volume + labeling

meeadi/TSC-EEG

EEG Classification using MiniRocket + Ridge Classifier on BCI Competition IV Dataset 2a. Reproducible pipeline for Time-Series feature extraction and classification.

r1cc4r2o/DhW

DhW: Decoding the hidden Waves

richardkoehler/pte-xdf

A python package for loading XDF files into MNE

snesmaeili/auto-eeg-paper

End-to-end automated EEG analysis to manuscript pipeline (MNE-BIDS → AI writing → Manubot/Carbone)

vtr0n/p300-speller

Simple P300 speller