mne

There are 1 repository under mne topic.

cbrnr / mnelab
MNELAB – a GUI for MNE
eeg meg mne gui python
Language:Python 223
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++ 148
sappelhoff / pyprep
A Python implementation of the Preprocessing Pipeline (PREP) for EEG data
eeg preprocessing python neuroscience neuroimaging artifact data mne electroencephalogaphy
Language:Python 120
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 mne magnetoencephalography electroencephalography ieeg eeg meg neuroscience neuroimaging
Language:Python 118
cibr-jyu / meggie
User-friendly MNE-python based graphical user interface to do MEG and EEG analysis with multiple subjects
conda eeg gui meg mne
Language:Python 18
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 18
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 16
carlosfg97 / AutomaticSleepStageClassifier
Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EEG. Undergraduate thesis
cnn eeg keras lstm mne python sleep-analysis
Language:Jupyter Notebook 15
luoxiaolin521 / MNE
MNE: Multi-relational Network Embedding
mne
Language:C++ 9
ciglenecki / eeg-driver-fatigue-detection
🧠 + 🚗 Driver fatigue detection through multiple entropy fusion analysis in an EEG-based system
eeg fatigue-detection machine-learning mne pandas python-3 sklearn
Language:Python 7
gesture-classification / gesture_classification
Hand gesture classification by optomyographical sensor signals
keras-lstm keras-rnn deep-learning mne docker gesture-classification
Language:Jupyter Notebook 6
jackz314 / eeglabio
I/O support for EEGLAB files in Python.
eeglab mne eeglabio-python
Language:Python 6
fcbg-hnp-meeg-archive / eeg-timeFreqToolbox
[DEPRECATED] EEG Frequency Visualizer - MNE
eeg eeg-signals-processing frequency mne time-frequency toolbox visualization
Language:Python 5
andlab-um / Emotion_Neurophysio_IS-RSA
Scripts for the emotion EEG, ECG, sociability ISRSA analysis
eeg mne emotion rsa
Language:Jupyter Notebook 4
JulesBelveze / eeg-classifier
🧠Quality assessor for EEG recordings 🧠
eeg eeg-classification mne sklearn machine-learning svm-classifier svm scikit-learn ml python
Language:Python 4
nirdslab / asd-detection
Neural Architectures for the Detection of ASD using EEG and IRT
capsule-network eeg lstm cnn classification autism-spectrum-disorder mne python
Language:Python 4
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
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 3
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
artificial-intelligence bci brain-computer-interface brain-oscillation cognitive-science connectivity eeg flight-simulation machine-learning mne mne-python neuroscience phase-locking-value plv svm-classifier
Language:Jupyter Notebook 2
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 eeg-signals mne neuroscience python timing
Language:Jupyter Notebook 2
hoechenberger / vscode-mne-python
MNE-Python extension for VS Code
mne mne-python vscode vscode-extension
Language:TypeScript 2
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 1
hoechenberger / mne-bids-pipeline-runner
A runner for the MNE BIDS Pipeline.
science neuroscience meg eeg ieeg mne-bids-pipeline bids mne mne-python
Language:Python 1
inbo / n2khab-monitoring
Task + repository planning & workflow documentation in Flemish Natura 2000 habitat monitoring
natura2000 habitat monitoring mne mhq project-management
1
oca-john / EEG.DeepLearning-xi
The technical process of processing EEG data with Python-MNE and Octave.
eeg mne notebook python
Language:Python 1
vtr0n / p300-speller
Simple P300 speller
eeg emotiv mne p300 python
Language:Jupyter Notebook 1
kdotdot / cerebra_atlas_python
Average brain volume + labeling
cerebra mne python
Language:Jupyter Notebook 0
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
r1cc4r2o / DhW
DhW: Decoding the hidden Waves
brain deep-learning eeg meg mne
Language:Jupyter Notebook 0
richardkoehler / pte-xdf
A python package for loading XDF files into MNE
electrophysiology mne python tmsi xdf
Language:Python 0
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.
42school artificial-intelligence decision-tree-classifier drifting gradient-boosting-classifier knn-classification machine-learning-pipeline csp raw-data mne python study
Language:Python
Boutoo / ICApp
ICApp is a Python-based application that offers a graphical user interface to view and analyze MNE Tools ICA components
eeg erp mne tms
Language:Python
manishthilagar / Estimating-evoked-responses-of-EEG-using-MNE-python
Estimating evoked responses
eeg eeg-analysis eeg-data eeg-signals eeg-signals-processing epochs estimating-evoked-responses frequency-analysis mne mne-python time timefrequency
Language:Jupyter Notebook

mne

cbrnr / mnelab

mne-tools / mne-cpp

sappelhoff / pyprep

mne-tools / mne-bids

cibr-jyu / meggie

smathot / eeg_eyetracking_parser

AGhaderi / MNE-Preprocessing

carlosfg97 / AutomaticSleepStageClassifier

luoxiaolin521 / MNE

ciglenecki / eeg-driver-fatigue-detection

gesture-classification / gesture_classification

jackz314 / eeglabio

fcbg-hnp-meeg-archive / eeg-timeFreqToolbox

andlab-um / Emotion_Neurophysio_IS-RSA

JulesBelveze / eeg-classifier

nirdslab / asd-detection

konspatl / DL-EEG

nirdslab / asd-eeg

SherazKhan / sparse

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

Baushkiner / total-perspective-vortex

bruAristimunha / Across-Modalities

hoechenberger / vscode-mne-python

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

hoechenberger / mne-bids-pipeline-runner

inbo / n2khab-monitoring

oca-john / EEG.DeepLearning-xi

vtr0n / p300-speller

kdotdot / cerebra_atlas_python

LukasKarner / neuro-project

NinaSpAce / CMPS-420-PROJECT

r1cc4r2o / DhW

richardkoehler / pte-xdf

artainmo / total_perspective_vortex

Boutoo / ICApp

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