GitWR / DreamNetLinks
This is a matlab implementation of our article, titled "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning", which has recently been accepted by the 16th Asian Conference on Computer Vision (ACCV2022).
☆14Updated 3 years ago
Alternatives and similar repositories for DreamNet
Users that are interested in DreamNet are comparing it to the libraries listed below
Sorting:
- Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupe…☆63Updated 3 years ago
- ☆71Updated 2 years ago
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆23Updated 3 years ago
- (CVPR24) Riemannian Multinomial Logistics Regression for SPD Neural Networks☆15Updated last year
- This is a matlab implementation of our article, named "SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Ima…☆15Updated 5 years ago
- Operations for CNN on manifolds.☆14Updated 4 years ago
- Matlab code for SBLEST algorithm☆44Updated last year
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆15Updated last year
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Updated 2 years ago
- M/EEG brain age benchmark paper☆29Updated 2 years ago
- PhysioEx, a PyTorch Lightning based library for Interpretable physiological signal classifiers☆25Updated 3 months 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
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Updated 2 years ago
- ☆12Updated 2 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
- ☆30Updated 7 months ago
- Self-supervised learning for EEG☆28Updated 5 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆29Updated 9 months ago
- ☆20Updated 10 months ago
- ☆45Updated 11 months ago
- ☆15Updated 2 years ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆24Updated 3 years ago
- ☆27Updated last year
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Updated 3 months ago
- Analysis of Transformer attention in EEG signal classification☆48Updated last year
- code for NeurIPS_competition☆28Updated 4 years ago
- ☆13Updated 2 years ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Updated 3 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆54Updated 2 years ago