maxxxzdn / EEGCNLinks
Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]
☆23Updated 3 years ago
Alternatives and similar repositories for EEGCN
Users that are interested in EEGCN are comparing it to the libraries listed below
Sorting:
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆22Updated 2 years ago
- ☆20Updated 9 months 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
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆56Updated 4 years ago
- ☆69Updated 2 years ago
- ☆17Updated last year
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆14Updated last year
- Matlab code for SBLEST algorithm☆44Updated last year
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Updated 6 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
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Updated last month
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Updated 4 years 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
- ☆10Updated 4 years ago
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆24Updated 3 years ago
- ☆28Updated 6 months ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆81Updated 2 months ago
- SOTA methods for performing emotion classification using Transformers.☆21Updated 3 years ago
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆53Updated 2 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆14Updated 2 years ago
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Updated 4 years ago
- ☆14Updated 2 years ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆26Updated 2 years ago
- ☆26Updated last year
- Analysis of Transformer attention in EEG signal classification☆48Updated last year
- Self-supervised learning for EEG☆28Updated 5 years ago
- ☆46Updated 10 months ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆71Updated 8 months ago