https://github.com/mne-tools/mne-bids-pipeline

Automatically process entire electrophysiological datasets using MNE-Python.

bids group-analysis mne-python neuroscience pipeline python

Last synced: 01 May 2025

https://github.com/mne-tools/mne-connectivity

Connectivity algorithms that leverage the MNE-Python API.

connectivity dynamics mne-python statistics

Last synced: 21 Oct 2025

https://github.com/mne-tools/mne-rsa

Representational Similarity Analysis on MEG and EEG data

data-analysis eeg meg mne-python neuroscience

Last synced: 16 Dec 2025

https://github.com/mne-tools/mne-realtime

Realtime data analysis with MNE-Python

fieldtrip-buffer lsl mne-python realtime

Last synced: 21 Oct 2025

https://github.com/kaczmarj/rteeg

[DEPRECATED: use MNE-Python] Python module to stream and analyze EEG data in real-time

eeg labstreaminglayer mne-python real-time

Last synced: 30 Apr 2025

https://github.com/reshalfahsi/eeg-motor-imagery-classification

EEG Motor Imagery Classification Using CNN, Transformer, and MLP

eeg-classification mne-python motor-imagery-classification

Last synced: 31 Oct 2025

https://github.com/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.

bids hfo-detection ieeg ieeg-data mne-hfo mne-python

Last synced: 14 Jan 2026

https://github.com/john-veillette/niseq

group sequential tests for neuroimaging

adaptive-design eeg electrocorticography electroencephalography fmri group-sequential-designs magnetoencephalography meeg meg mne-python mri neuroimaging neuroscience nilearn nipy statistics

Last synced: 30 Oct 2025

https://github.com/mccarthy-m-g/mccarthy_eegnetworkvariants_2024

Materials and source code for my MSc thesis: "Studying Network Variants With Electroencephalography"

eeg emmeans flextable functional-connectivity glmmtmb individual-differences mne-python msc-thesis neuroimaging neuroscience officer python r research reticulate rmarkdown rstats targets tidyverse

Last synced: 04 Apr 2025

https://github.com/hoechenberger/vscode-mne-python

MNE-Python extension for VS Code

mne mne-python vscode vscode-extension

Last synced: 24 Jul 2025

https://github.com/hemumanju/haptic-engagement-eeg

cookiecutter mne-python

Last synced: 05 Apr 2025

https://github.com/hemumanju/human-effort-classification-eeg

brain-computer-interface cookiecutter deep-convolutional-networks eeg-analysis eeg-classification mne-python pytorch

Last synced: 24 Jul 2025

https://github.com/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.

eeg eeg-analysis eeg-signals eeg-signals-processing mne-python

Last synced: 27 Mar 2025

https://github.com/alexenge/intro-to-eeg

Introduction to EEG analysis course using MNE-Python

cognitive-neuroscience course-materials eeg eeg-analysis mne-python psychology python

Last synced: 16 Jan 2026

https://github.com/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.

eeg-analysis mne-python neuroscience python

Last synced: 23 Jun 2025

https://github.com/aaronearlerichardson/server_gui_client

A user interface for cloud based medical image storage

bids bids-apps database eeg-data flask flask-restful gui ieeg image-viewer mne-bids-pipeline mne-python python qt5-gui tkinter-gui

Last synced: 06 Apr 2025