The code of my master thesis at UCLouvain. Contains a MViT architecture and some pre-processing functions to generate pre-training datasets from unlabelled EEG data.
☆26Nov 12, 2024Updated last year
Alternatives and similar repositories for EEGPreTrainingDatasets
Users that are interested in EEGPreTrainingDatasets are comparing it to the libraries listed below
Sorting:
- ☆34Sep 5, 2025Updated 5 months ago
- ☆13Nov 24, 2023Updated 2 years ago
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆24Jul 17, 2024Updated last year
- The Monte Carlo Diffusion and Collision simulator (MC/DC), is a C++ open-source Diffusion-Weighted Magnetic Resonance Imaging (DW-MRI) Mo…☆26May 9, 2025Updated 9 months ago
- [IEEE JBHI 2025] DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding☆45Dec 15, 2025Updated 2 months ago
- Self-supervised learning for EEG☆28Sep 2, 2020Updated 5 years ago
- ☆52Apr 21, 2025Updated 10 months ago
- Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆37Oct 25, 2021Updated 4 years ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆129Sep 19, 2025Updated 5 months ago
- Diffusion for EEG☆11Jan 2, 2023Updated 3 years ago
- ☆10Dec 3, 2021Updated 4 years ago
- ☆16Sep 28, 2024Updated last year
- The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.☆43Apr 13, 2025Updated 10 months ago
- ☆45Feb 27, 2025Updated last year
- It is an emotion detection with EEG and ECG signals.☆41May 10, 2020Updated 5 years ago
- ☆13Sep 5, 2023Updated 2 years ago
- code related to Shirvalkar et al. 2023 - Nature Neuroscience☆10May 22, 2023Updated 2 years ago
- ☆17Oct 6, 2025Updated 4 months ago
- Implements PyTorch model which updates SPD weights on Riemannian Manifold. Based on Huang, Z., & Van Gool, L. (2016). A Riemannian Netwo…☆12Mar 8, 2019Updated 6 years ago
- Riemannian Geometry-Based Spatial Filtering (RSF)☆13Jun 22, 2025Updated 8 months ago
- Electronic Supplements for the paper: A Deep Learning Framework for Epileptic Seizure Detection based on Neonatal EEG Signals☆10Sep 11, 2022Updated 3 years ago
- PyTorch implementation for "Generative Modeling on Manifolds Through Mixture of Riemannian Diffusion Processes" (ICML 2024).☆13Jul 21, 2024Updated last year
- residual deep cnn and lstm for classifying SEED data☆13May 1, 2023Updated 2 years ago
- Python backend for BCI Essentials☆13Updated this week
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Apr 18, 2023Updated 2 years ago
- ☆11Feb 14, 2025Updated last year
- We introduce XBrainLab, an open-source user-friendly software, for accelerated interpretation of neural patterns from EEG data based on c…☆13Dec 5, 2025Updated 2 months ago
- This repository contains information on emotion recognition from eeg signals using DEAP data set☆10Jul 16, 2021Updated 4 years ago
- This code repository collects the source code of the representative deep learning-based MI-EEG models and runs a leaderboard to fairly co…☆16Apr 22, 2025Updated 10 months ago
- ☆30Feb 13, 2026Updated 2 weeks ago
- Ruby gem used to load, validate, and parse European Data Format files. Used for batch testing EDFs for errors.☆14Mar 1, 2019Updated 7 years ago
- ☆16Jul 20, 2017Updated 8 years ago
- Benchopt benchmark for ResNet fitting on a classification task☆12Sep 19, 2023Updated 2 years ago
- ☆11May 20, 2023Updated 2 years ago
- Public EEG-based motor imagery (MI) datasets☆12Feb 1, 2024Updated 2 years ago
- ☆12Apr 13, 2023Updated 2 years ago
- ☆42Jan 25, 2019Updated 7 years ago
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆12Feb 4, 2026Updated 3 weeks ago
- ☆18Feb 13, 2026Updated 2 weeks ago