EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.
☆33Feb 12, 2025Updated last year
Alternatives and similar repositories for EEG-pyline
Users that are interested in EEG-pyline are comparing it to the libraries listed below
Sorting:
- End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python☆24Jun 28, 2022Updated 3 years ago
- An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation☆19Sep 8, 2022Updated 3 years ago
- Code for Cross-Task Neural Architecture Search for EEG Signals☆17Mar 7, 2023Updated 3 years ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆26May 30, 2023Updated 2 years ago
- Preprocessing Pipelines for EEG (MNE-python), fMRI (nipype), MEG (MNE-python/autoreject) data☆24Dec 13, 2021Updated 4 years ago
- A library with tools for EEG analysis☆69Feb 17, 2026Updated 2 weeks ago
- A GUI using PyQt and Emokit library to plot PSD and raw data in real time from Emotiv Epoc☆23Oct 30, 2017Updated 8 years ago
- ☆13Sep 5, 2023Updated 2 years ago
- A signal processing Android application☆11Dec 1, 2020Updated 5 years ago
- Python Data Controller for Neural EEG headsets. (Windows + Linux)☆12Dec 27, 2017Updated 8 years ago
- Various tools for EEG/MEG data analysis.☆10Nov 6, 2025Updated 4 months ago
- ECG time-series augmentations library☆27Jun 25, 2023Updated 2 years ago
- M/EEG brain age benchmark paper☆29Feb 28, 2023Updated 3 years ago
- A little package to visualize ERPs in R☆14May 23, 2025Updated 9 months ago
- Repository for mne docker images☆13Sep 1, 2025Updated 6 months ago
- Collection of materials and links to talks given, tools presented, software demos etc.☆13Jun 8, 2023Updated 2 years ago
- Interactive demonstration of how dipole location and orientation affect MEG and EEG sensor signals☆30Jun 18, 2022Updated 3 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 2 years ago
- Developed an Electroencephalography(EEG) based Brain Computer Interface to play Pong with brain activity☆14Jul 3, 2023Updated 2 years ago
- ☆11Nov 27, 2022Updated 3 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆162Updated this week
- In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (…☆28Mar 9, 2022Updated 3 years ago
- Function to calculate consistency of phase at a given frequency across measurements☆18Feb 4, 2018Updated 8 years ago
- How EEG preprocessing shapes decoding performance☆17Jul 11, 2025Updated 7 months ago
- Timeflux demos☆17Jun 8, 2023Updated 2 years ago
- A pipeline to automatically preprocess, analyze and visualize resting state EEG data.☆65Oct 24, 2025Updated 4 months ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Oct 29, 2025Updated 4 months ago
- LieSL is a collection of modules to read and process labstreaminglayer streams on the fly☆15Jun 13, 2023Updated 2 years ago
- Network plotting python package☆12Nov 17, 2021Updated 4 years ago
- In developing☆35May 22, 2024Updated last year
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆41Sep 21, 2023Updated 2 years ago
- ☆17Dec 16, 2024Updated last year
- ☆15Nov 9, 2023Updated 2 years ago
- Implementations of models and metrics for semantic text similarity. Includes fine-tuning and prediction of models☆14Dec 23, 2022Updated 3 years ago
- Imaging in Neuroscience: with a focus on MEG and EEG Methods. Doctoral course at Karolinska Insitutet.☆14Feb 11, 2025Updated last year
- MNE-Features software for extracting features from multivariate time series☆157Mar 2, 2026Updated last week
- Analyze and manipulate EEG data using PyEEGLab.☆62Dec 5, 2020Updated 5 years ago
- Repository for the hmp python package☆51Feb 18, 2026Updated 2 weeks ago
- Create real-time BCI's with the LSL, PyTorch, SKLearn and TensorFlow packages.☆28Jul 11, 2025Updated 7 months ago