MedMaxLab / selfEEGLinks
selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data
☆70Updated 6 months ago
Alternatives and similar repositories for selfEEG
Users that are interested in selfEEG are comparing it to the libraries listed below
Sorting:
- ☆38Updated 4 years ago
- ☆69Updated 2 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆22Updated 2 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆53Updated 2 years ago
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆59Updated 3 years ago
- ☆46Updated 10 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆175Updated 2 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Updated last month
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆99Updated 6 months ago
- Analysis of Transformer attention in EEG signal classification☆48Updated last year
- ☆28Updated 6 months ago
- seizure type classification using TUH dataset☆79Updated 3 months ago
- Self-supervised learning for EEG☆28Updated 5 years ago
- ☆20Updated 9 months ago
- Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting (CHIL 2022)☆116Updated 2 years ago
- Matlab code for SBLEST algorithm☆44Updated last year
- The World's First Foundational Model for EEG-based Alzheimer's Disease Detection☆71Updated 10 months ago
- An open source tool for large-scale EEG datasets processing☆52Updated 3 months ago
- ☆33Updated 9 months ago
- Tools for working with the Temple University Hospital EEG Corpus☆17Updated 5 years ago
- [ICLR 2023] Code for BrainBERT☆69Updated last month
- Use DNNs to build encoding models of EEG visual responses.☆101Updated 9 months ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Updated 3 years ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆23Updated 3 years ago
- High-East / Attention-based-spatio-temporal-spectral-feature-learning-for-subject-specific-EEG-classificationOfficial code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆37Updated 4 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Updated 2 years ago
- A repo documenting EEG-Dash data and its usage☆56Updated this week
- Deep learning model for EEG artifact removal☆79Updated 3 years ago
- code for NeurIPS_competition☆28Updated 3 years ago
- PyTorch implementation of TSception☆84Updated 2 years ago