ogrisel / eegsslLinks
Experiments on Self-Supervised Learning on EEG data
☆19Updated 5 years ago
Alternatives and similar repositories for eegssl
Users that are interested in eegssl are comparing it to the libraries listed below
Sorting:
- Code helper for BEETL competition☆11Updated 3 years ago
- M/EEG brain age benchmark paper☆28Updated 2 years ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 3 years ago
- Python code for the Riemannian Procrustes Analysis (RPA) method☆48Updated last year
- ☆18Updated 4 years ago
- This is the NeurIPS BEETL repository (https://beetl.ai)☆35Updated 2 years ago
- Self-supervised learning for EEG☆25Updated 4 years ago
- Multichannel Sleep Spindle Detector for sleep EEG☆12Updated 5 years ago
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆42Updated last year
- ☆11Updated last year
- PyTorch implementation of Swap-VAE: A self-supervised approach for generating neural activity☆13Updated 3 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆21Updated last year
- For my current research.☆38Updated 7 years ago
- Repository of sample scripts to train deep learning model with PyTorch and MNE☆28Updated 6 years ago
- ☆16Updated 4 years ago
- Multivariate Dictionary Learning Algorithm☆24Updated last year
- Implementation of deep learning models in decoding fMRI/EEG data in a context of semantic processing☆25Updated last year
- ☆32Updated 4 years ago
- A toolbox to decode raw time-domain EEG using features.☆19Updated 6 years ago
- Targeting EEG/LFP synchrony with neural nets☆16Updated 6 years ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆11Updated 2 years ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆32Updated 3 years ago
- Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.☆53Updated 2 years ago
- code for NeurIPS_competition☆28Updated 3 years ago
- Dimensionality reduction based on distance preservation to local mean for symmetric positive definite matrices☆10Updated 8 years ago
- Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces (MEKT)☆46Updated 4 years ago
- Deep Learning Models for Brain Computer Interfaces☆31Updated 6 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Updated 3 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- EEG time-series data analysis including ERPs, time-frequency analysis, statistics and classification☆17Updated 6 years ago