mne

There are 1 repository under mne topic.

cbrnr / mnelab
MNELAB – a GUI for MNE
eeg meg mne gui python
Language:Python 264
mne-tools / mne-cpp
MNE-CPP: A Framework for Electrophysiology
neuroscience meg eeg computational-neuroscience c-plus-plus qt3d qt mne real-time cross-platform mne-cpp healthcare clinical qmake biomedical-informatics signal-processing medical-imaging visualization machine-learning analysis
Language:C++ 167
sappelhoff / pyprep
PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data
eeg preprocessing python neuroscience neuroimaging artifact data mne electroencephalogaphy
Language:Python 158
mne-bids
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.
bids eeg electroencephalography ieeg magnetoencephalography meg mne neuroimaging neuroscience
Language:Python 145
smathot / eeg_eyetracking_parser
Python routines for parsing of combined EEG and eye-tracking data
data data-science eeg eye mne pupillometry python eye-tracking
Language:Python 23
carlosfg97 / AutomaticSleepStageClassifier
Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EEG. Undergraduate thesis
python mne eeg sleep-analysis cnn lstm keras
Language:Jupyter Notebook 19
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.
eeg preprocessing python mne-python mne independent-component-analysis mne-preprocessing eeg-preprocessing ica erp event-related-potentials signal
Language:Jupyter Notebook 18
cibr-jyu / meggie
User-friendly MNE-python based graphical user interface to do MEG and EEG analysis with multiple subjects
mne gui eeg meg conda
Language:Python 18
ciglenecki / eeg-driver-fatigue-detection
🧠 + 🚗 Driver fatigue detection through multiple entropy fusion analysis in an EEG-based system
machine-learning eeg fatigue-detection python-3 sklearn pandas mne
Language:Python 14
luoxiaolin521 / MNE
MNE: Multi-relational Network Embedding
mne
Language:C++ 9
jackz314 / eeglabio
I/O support for EEGLAB files in Python.
eeglab mne eeglabio-python
Language:Python 7
andlab-um / Emotion_Neurophysio_IS-RSA
Scripts for the emotion EEG, ECG, sociability ISRSA analysis
eeg emotion mne rsa
Language:Jupyter Notebook 6
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.
csp eeg kfold-cross-validation knn lda mne python svm
Language:Jupyter Notebook 6
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.
captum deep-learning eeg electroencephalogram explanability mne python pytorch xai
Language:Python 6
gesture-classification / gesture_classification
Hand gesture classification by optomyographical sensor signals
deep-learning docker gesture-classification keras-lstm keras-rnn mne
Language:Jupyter Notebook 6
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.
biomedical-signal-processing signal-processing butterworth-filter eeg-signals elliptic-filter ica steganography youtube eeglab eeglab-toolbox matlab mne mne-python python
Language:Jupyter Notebook 5
fcbg-meeg-archive / eeg-timeFreqToolbox
[DEPRECATED] EEG Frequency Visualizer - MNE
mne visualization frequency eeg eeg-signals-processing toolbox time-frequency
Language:Python 5
nirdslab / asd-detection
Detecting ASD with Models Trained on EEG/IRT Data
capsule-network eeg lstm cnn classification autism-spectrum-disorder mne python
Language:Python 5
JulesBelveze / eeg-classifier
🧠Quality assessor for EEG recordings 🧠
eeg eeg-classification machine-learning ml mne python scikit-learn sklearn svm svm-classifier
Language:Python 4
SherazKhan / sparse
Sparsity enables subcortical source estimation, Krishnaswamy et al, PNAS 2017
meg eeg sparse-representations source-localization inverse-problems mne mne-python bayesian-inference
Language:MATLAB 4
basverkennis / Flight-Sim-Cognitive-Workload-EEG-Prediction
Predicting Workload in Virtual Flight Simulations using EEG Spectral and Connectivity Features
bci connectivity eeg phase-locking-value plv artificial-intelligence brain-computer-interface cognitive-science flight-simulation machine-learning neuroscience brain-oscillation mne mne-python ensemble-classifier ensemble-machine-learning
Language:Jupyter Notebook 3
konspatl / DL-EEG
A Deep Learning Library for State-Based EEG Analysis
deep-learning eeg electroencephalography keras mne neuroimaging neuroscience python tensorflow
Language:Python 3
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
mne python
Language:Python 3
Baushkiner / total-perspective-vortex
Jupiter notebook with EEG-data classification problem from the MNE library
eeg-data mne pca total-perspective-vortex tutorial
Language:Jupyter Notebook 2
bruAristimunha / Across-Modalities
eeg-signals eeg neuroscience python mne timing
Language:Jupyter Notebook 2
hoechenberger / vscode-mne-python
MNE-Python extension for VS Code
mne mne-python vscode vscode-extension
Language:TypeScript 2
hoechenberger / mne-bids-pipeline-runner
A runner for the MNE BIDS Pipeline.
bids eeg ieeg meg mne mne-bids-pipeline mne-python neuroscience science
Language:Python 1
inbo / n2khab-monitoring
Task + repository planning & workflow documentation in Flemish Natura 2000 habitat monitoring
natura2000 habitat monitoring mne mhq project-management
Language:R 1
mne-tools / mne-bids-app
Basic repo to test BIDS app on MNE sample data (ds000248)
bids mne
Language:Python 1
oca-john / EEG.DeepLearning-xi
The technical process of processing EEG data with Python-MNE and Octave.
eeg mne python notebook
Language:Python 1
r1cc4r2o / DhW
DhW: Decoding the hidden Waves
brain deep-learning eeg meg mne
Language:Jupyter Notebook 1
vtr0n / p300-speller
Simple P300 speller
eeg emotiv mne p300 python
Language:Jupyter Notebook 1
ZaZi2002 / EEG-Processing-SourceLocalization
EEG Signal Processing project, solving the brain source localization problem using various methods and models.
eeg matlab mne signal-processing source-localization loreta
Language:MATLAB 1
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.
anomaly-detection autoencoder eeg mne neuroinformatics python tensorflow
Language:Jupyter Notebook 0
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
djagno eeg mne plotly python visualization website
Language:HTML 0
derak-isaack / Epilepsy_prediction
Epilepsy prediction using brain EEG signals
deep-learning duckdb edf eeg-classification machine-learning magnetoencephalography mne neuroscience
Language:Jupyter Notebook

mne

cbrnr / mnelab

mne-tools / mne-cpp

sappelhoff / pyprep

mne-tools / mne-bids

smathot / eeg_eyetracking_parser

carlosfg97 / AutomaticSleepStageClassifier

AGhaderi / MNE-Preprocessing

cibr-jyu / meggie

ciglenecki / eeg-driver-fatigue-detection

luoxiaolin521 / MNE

jackz314 / eeglabio

andlab-um / Emotion_Neurophysio_IS-RSA

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

CECNL / XBrainLab

gesture-classification / gesture_classification

Armin-Abdollahi / Signal-Processing

fcbg-meeg-archive / eeg-timeFreqToolbox

nirdslab / asd-detection

JulesBelveze / eeg-classifier

SherazKhan / sparse

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

konspatl / DL-EEG

nirdslab / asd-eeg

Baushkiner / total-perspective-vortex

bruAristimunha / Across-Modalities

hoechenberger / vscode-mne-python

hoechenberger / mne-bids-pipeline-runner

inbo / n2khab-monitoring

mne-tools / mne-bids-app

oca-john / EEG.DeepLearning-xi

r1cc4r2o / DhW

vtr0n / p300-speller

ZaZi2002 / EEG-Processing-SourceLocalization

LukasKarner / neuro-project

NinaSpAce / CMPS-420-PROJECT

derak-isaack / Epilepsy_prediction