GitHub topics: mne-python
aminkabir/cleaneeg
Automated Python-based Resting-State EEG Preprocessing
Language: Python - Size: 2.3 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0
mne-tools/mne-bids-pipeline
Automatically process entire electrophysiological datasets using MNE-Python.
Language: Python - Size: 1.03 GB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 147 - Forks: 75
mne-tools/mne-connectivity
Connectivity algorithms that leverage the MNE-Python API.
Language: Python - Size: 82.2 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 77 - Forks: 36
mne-tools/mne-installers
Installers for MNE-Python.
Language: Shell - Size: 431 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 10 - Forks: 10
NirLab-TAU/sleepeegpy
Language: Jupyter Notebook - Size: 166 MB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 30 - Forks: 10
mne-tools/mne-realtime
Realtime data analysis with MNE-Python
Language: Python - Size: 7.08 MB - Last synced at: 9 days ago - Pushed at: 6 months ago - Stars: 56 - Forks: 23
wmvanvliet/mne-rsa
Representational Similarity Analysis on MEG and EEG data
Language: Python - Size: 5.35 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 61 - Forks: 12
codedby-mozz/Song_Familiarity_EEG
Independent EEG analysis of neural responses to familiar vs. unfamiliar songs using public data and MNE-Python. A self-driven project focused on EEG preprocessing, ERPs, and auditory familiarity.
Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: 10 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0
listplot3d/ChannelSigExplorer
a python framework to process and visualize BioSignal channel data in Real-time.
Language: Python - Size: 47.9 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 3 - Forks: 0
LukeTheHecker/esinet
EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your MNE-based M/EEG code
Language: Jupyter Notebook - Size: 15.8 MB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 42 - Forks: 10
LukeTheHecker/invert
A high-level EEG Python library for all kinds of EEG inverse solutions
Language: Python - Size: 53.8 MB - Last synced at: 13 days ago - Pushed at: 8 months ago - Stars: 7 - Forks: 1
Functional-Brain-Mapping-Laboratory/PyCartool
A simple open source Python package for I/O between Cartool and Python
Language: Python - Size: 12.4 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 9 - Forks: 4
Macquarie-MEG-Research/MEG_analysis_mne
MEG sensor-space and source-space analysis using mne-python
Language: Python - Size: 273 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 2
elbolt/neuroscales
Repository with neurophysiological and statistical pipelines for auditory cognitive neuroscience research article in preparation.
Language: Python - Size: 209 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0
powerfulbean/StimRespFlow
A framework for boosting the implementation of stimulus-response research code in the field of cognitive science and neuroscience
Language: Python - Size: 1.34 MB - Last synced at: 21 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0
faturita/python-scientific
Quick guide and tutorial to scientific data python programming
Language: Jupyter Notebook - Size: 33.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 31 - Forks: 87
reshalfahsi/eeg-motor-imagery-classification
EEG Motor Imagery Classification Using CNN, Transformer, and MLP
Language: Jupyter Notebook - Size: 4.69 MB - Last synced at: 20 days ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 5
autoreject/autoreject
Automated rejection and repair of bad trials/sensors in M/EEG
Language: Python - Size: 697 KB - Last synced at: 14 days ago - Pushed at: 7 months ago - Stars: 142 - Forks: 58
basverkennis/Flight-Sim-Cognitive-Workload-EEG-Prediction
Predicting Workload in Virtual Flight Simulations using EEG Spectral and Connectivity Features
Language: Jupyter Notebook - Size: 172 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0
TgmKaiser/ChannelSigExplorer
a python framework to process and visualize BioSignal channel data in Real-time.
Size: 1000 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
curlsloth/DecodePitchMEG
This repo contains the Python script of the paper Chang et al. (2025) Journal of Neuroscience "Temporally dissociable neural representations of pitch height and chroma"
Language: Python - Size: 19.9 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
listplot3d/TGAM-LSL-Bridge
this tool transfers TGMA data into LSL Stream, so data can be processed by open source NeurScience tools that supports LSL.
Language: Python - Size: 807 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
pulkitgoyal56/fnirsPy
Wrapper for MNE that makes fNIRS data analysis easier
Language: Jupyter Notebook - Size: 16.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0
neuropycon/ephypype
Neuropycon package of functions for electrophysiology analysis, can be used from graphpype and nipype
Language: Python - Size: 27.4 MB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 14
mne-tools/mne-hfo
Estimate/compute high-frequency oscillations (HFOs) from iEEG data that are BIDS and MNE compatible using a scikit-learn-style API.
Language: Python - Size: 8.17 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 16
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.
Language: Jupyter Notebook - Size: 33.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 5 - Forks: 0
AlessioZanga/PyEEGLab 📦
Analyze and manipulate EEG data using PyEEGLab.
Language: Python - Size: 1.04 GB - Last synced at: 24 days ago - Pushed at: over 4 years ago - Stars: 61 - Forks: 23
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.
Language: Jupyter Notebook - Size: 383 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 18 - Forks: 4
Avichaurasia/NeuroIDBench
NeuroIDBench: An Open-Source Benchmark Framework for the Standardization of Methodology in Brainwave-based Authentication Research
Language: Jupyter Notebook - Size: 62.5 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 1
NeuroCognitiveImagingLab/BIDS
Template for new EEG studies in NCIL, using BIDS-compliant structure and scripts to import data.
Language: Jupyter Notebook - Size: 5.43 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 1
john-veillette/niseq
group sequential tests for neuroimaging
Language: Jupyter Notebook - Size: 934 KB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 0
kaczmarj/rteeg
[DEPRECATED: use MNE-Python] Python module to stream and analyze EEG data in real-time
Language: Python - Size: 1.03 MB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 33 - Forks: 16
s42255/EEG-Signal-Processing
I have utilized MNE-Python Library to study eeg files. I have tried to implement my theoretical knowledge of signal processing. This was my first experience in the field of Brain Computer Interface. Biomedical Engineering fascinates me and I find these amazing. There is another open-source MATLAB Library called EEGLab, GUI based.
Language: Jupyter Notebook - Size: 4.6 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
elbolt/subCortex-speech
Preprocessing and encoding analysis pipelines associated with published neuroscientific research paper.
Language: Python - Size: 414 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
mne-tools/mne-docker
Repository for mne docker images
Language: Jupyter Notebook - Size: 50.8 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 11 - Forks: 7
edw4rdyao/eeg_mi_dl
A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualization & analysis), papers(research and summary), deep learning models(reproduction and experiments).
Language: Jupyter Notebook - Size: 877 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 50 - Forks: 4
TNB-AI-Lab/MNE-Python
MNE Tutorial
Language: Jupyter Notebook - Size: 3.33 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 0
manishthilagar/Extracting-power-bands-theta-delta-bands-from-the-EEG-signal-using-MNE-and-YASA-Python
Extracting power bands (theta, delta, alpha, beta bands) from the EEG signal using MNE and YASA Python
Language: Jupyter Notebook - Size: 3.91 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 3
mccarthy-m-g/mccarthy_EEGNetworkVariants_2024
Materials and source code for my MSc thesis: "Studying Network Variants With Electroencephalography"
Language: R - Size: 438 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1
manishthilagar/Electroencephalogram
Language: Jupyter Notebook - Size: 35 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
LukeTheHecker/laura
laura: Local Auto-Regressive Average: A linear solution to the M/EEG inverse problem
Language: Jupyter Notebook - Size: 400 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0
aaronjnewman/SWOP
Data and analysis scripts associated with the manuscript: Native word order processing is not uniform: An ERP-study of verb-second word order. This paper was accepted for publication in Frontiers in Psychology - Language Sciences on Feb 3, 2022; DOI: 10.3389/fpsyg.2022.668276
Language: Jupyter Notebook - Size: 682 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
mcvinding/mri_stuff
Various helper functions for processing MRI for MEG analysis
Language: Shell - Size: 81.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1
ThePush/total-perspective-vortex
A Brain Computer Interface for Electroencephalogram data learning and prediction. Implementaton of Common Spatial Patterns algorithm from scratch.
Language: Python - Size: 3.07 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Yujingoto/AnalyzingNeuralTimeSeries_Python_Implimentation
The python codes for the Analyzing Neural Time Series Data, Mike X Cohen (2012) MIT Press
Language: Jupyter Notebook - Size: 43.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
fzakirov/MNE-tut
MNE tutorial
Language: Jupyter Notebook - Size: 8 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0
alexenge/intro-to-eeg
Introduction to EEG analysis course using MNE-Python
Language: Jupyter Notebook - Size: 432 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
nmningmei/preprocessing_pipelines
Preprocessing Pipelines for EEG (MNE-python), fMRI (nipype), MEG (MNE-python/autoreject) data
Language: Jupyter Notebook - Size: 2.29 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 21 - Forks: 4
ualsbombe/omission_frontiers
Analysis scripts for group analysis of MEG data in both Python and MATLAB associated with Andersen, L.M., 2018. Group Analysis in MNE-Python of Evoked Responses from a Tactile Stimulation Paradigm: A Pipeline for Reproducibility at Every Step of Processing, Going from Individual Sensor Space Representations to an across-Group Source Space Representation. Front. Neurosci. 12. https://doi.org/10.3389/fnins.2018.00006 and Andersen, L. M. Group Analysis in FieldTrip of Time-Frequency Responses: A Pipeline for Reproducibility at Every Step of Processing, Going From Individual Sensor Space Representations to an Across-Group Source Space Representation. Front. Neurosci. 12, (2018). https://10.3389/fnins.2018.00261
Language: MATLAB - Size: 124 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 21 - Forks: 10
hoechenberger/mne-bids-pipeline-runner 📦
A runner for the MNE BIDS Pipeline.
Language: Python - Size: 16.6 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1
coderjolly/eeg-signal-analysis
EEG signals can be used to detect the mental state of a person which can have applications in machine learning. This repo gives an introduction to EEG signal analysis using MNE python library and describes the setup, the data preprocessing, data visualization and segmentation into epochs.
Language: Jupyter Notebook - Size: 2.11 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1
fkupilik/MNE_ML
BrainVision EEG data classification using the MNE, Keras and the scikit-learn libraries.
Language: Python - Size: 1.24 GB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 2
AlbertoPad/Emotions_Recognition_Generator
The main objective of this project is to recognise positive, negative and neutral emotions (CNN). Creating artificial signals using generative adversarial networks (GANs)
Language: Jupyter Notebook - Size: 62.6 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1
HemuManju/human-effort-classification-eeg
Language: Python - Size: 12.4 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 2
manishthilagar/Estimating-evoked-responses-of-EEG-using-MNE-python
Estimating evoked responses
Language: Jupyter Notebook - Size: 1.27 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
yh-luo/from-zero-to-source-estimates
A beginner's guide to analyze MEG data using MNE-Python
Language: Jupyter Notebook - Size: 16.1 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 1
atsukoba/MNE-Python-Training
tutorial and practice of EEG (Electroencephalogram) analysis, filtering, data I/O via MNE-Python (Minimum Norm Estimation)
Language: Jupyter Notebook - Size: 6.42 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 2
SherazKhan/sparse
Sparsity enables subcortical source estimation, Krishnaswamy et al, PNAS 2017
Language: MATLAB - Size: 3.88 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1
jjlatval/MEG-inverse-UNet
A U-Net for approximating the MEG inverse problem
Language: Python - Size: 479 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 4
jasmainak/mne-workshop-brown
Language: Jupyter Notebook - Size: 77 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 8
polejowska/EEG-DENOISING
Language: Jupyter Notebook - Size: 18.9 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
5a7man/Machine_learning_evaluates_changes_in_functional_connectivity_under_a_prolonged_cognitive_load
Source code of "Machine learning evaluates changes in functional connectivity under a prolonged cognitive load"
Language: Python - Size: 221 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
Adiaslow/EEG-Pipeline-Python
This is my pipeline for preprocessing and processing EEG data in Python.
Language: Python - Size: 34.9 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1
Aaronearlerichardson/Server_gui_client
A user interface for cloud based medical image storage
Language: Python - Size: 58.5 MB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
WriessneggerLab/template-project
A template for research projects.
Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
msseibel/Biomag21
Convert data between different MEG devices
Language: Jupyter Notebook - Size: 87.7 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
HemuManju/haptic-engagement-eeg
Language: Python - Size: 9 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
livankrekh/Total-perspective-vortex
Research in the area of Brain-Computer interfaces.
Language: Jupyter Notebook - Size: 29.5 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
hoechenberger/vscode-mne-python
MNE-Python extension for VS Code
Language: TypeScript - Size: 1.07 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0
ramkpari/LZ_correlation
LZ correlation experiment code w/ OASIS
Language: Python - Size: 94.8 MB - Last synced at: 9 days ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
neurohazardous/intro_eeg
Introduction to processing of EEG data using Python on a remote cluster
Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
jasmainak/polytechnique-workshop
Language: Jupyter Notebook - Size: 2.46 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0