End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python
☆24Jun 28, 2022Updated 3 years ago
Alternatives and similar repositories for eeg-pipeline
Users that are interested in eeg-pipeline are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Sep 5, 2023Updated 2 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Oct 29, 2025Updated 5 months ago
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆24Jun 7, 2022Updated 3 years ago
- Collection of materials and links to talks given, tools presented, software demos etc.☆13Jun 8, 2023Updated 2 years ago
- Code for Cross-Task Neural Architecture Search for EEG Signals☆17Mar 7, 2023Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Jun 7, 2021Updated 4 years ago
- Matlab functions for analyzing and visualizing large numbers of t-tests performed on event-related potential data.☆27Jul 6, 2025Updated 8 months ago
- Niv Lab tools for preprocessing eye-tracking data.☆11Oct 15, 2019Updated 6 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
- EEG/MEG data preprocessing and analyses framework☆12May 2, 2022Updated 3 years ago
- 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
- Various tools for EEG/MEG data analysis.☆10Mar 12, 2026Updated 2 weeks ago
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆56Jun 15, 2021Updated 4 years ago
- Class to automatic create Convolutional Neural Network in PyTorch☆15Aug 14, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- SOTA methods for performing emotion classification using Transformers.☆21Oct 6, 2022Updated 3 years ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 2022Updated 3 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Oct 27, 2022Updated 3 years ago
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Apr 18, 2023Updated 2 years ago
- Code helper for BEETL competition☆12Sep 11, 2021Updated 4 years ago
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆12Feb 4, 2026Updated last month
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 2 years ago
- Code accompanying publication on GED tutorial☆33Jan 28, 2022Updated 4 years ago
- Complex-valued Morlet wavelets for EEG signal analysis and feature engineering.☆22Aug 7, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆19Feb 14, 2024Updated 2 years ago
- ☆19Oct 6, 2025Updated 5 months ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆16Sep 8, 2024Updated last year
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆30May 30, 2022Updated 3 years ago
- Riemannian Geometry workshop at vBCI Meeting 2021☆55Jul 15, 2021Updated 4 years ago
- ☆12May 25, 2023Updated 2 years ago
- M/EEG brain age benchmark paper☆30Feb 28, 2023Updated 3 years ago
- ☆17Dec 16, 2024Updated last year
- Temporal information enhanced EEGNet☆13Feb 27, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Exploration of diffuison-based generative model to sychronizing brain dynamics from semantic language input.☆41Sep 21, 2023Updated 2 years ago
- EEG data analyses for the Parameterizing Neural Power Spectra paper.☆20Mar 20, 2021Updated 5 years ago
- ☆19Feb 28, 2025Updated last year
- Remote monitoring of Covid-19 patients via REDCap survey tools☆12May 22, 2023Updated 2 years ago
- ☆13Jul 13, 2016Updated 9 years ago
- ☆30Jun 25, 2025Updated 9 months ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆100Jan 11, 2023Updated 3 years ago