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:
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆23Updated 3 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
- ☆28Updated 4 months ago
- ☆67Updated 2 years ago
- This is a matlab implementation of our article, named "SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Ima…☆15Updated 4 years ago
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Updated 2 years ago
- Matlab code for SBLEST algorithm☆44Updated last year
- ☆12Updated 2 years ago
- ☆12Updated 2 years ago
- M/EEG brain age benchmark paper☆29Updated 2 years ago
- Codebase for publication "Neural decoding from stereotactic EEG: accounting for electrode variability across subjects" @ NeurIPS (2024)☆17Updated 4 months ago
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆25Updated 3 years ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆14Updated last year
- 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
- 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
- ☆44Updated 8 months ago
- A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interface☆15Updated 4 years ago
- code for NeurIPS_competition☆28Updated 3 years ago
- Towards Domain Free Transformer for Generalized EEG Pre-training☆28Updated 6 months ago
- ☆11Updated 3 years ago
- Temporal information enhanced EEGNet☆13Updated 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
- (CVPR24) Riemannian Multinomial Logistics Regression for SPD Neural Networks☆14Updated 9 months ago
- Adaptive riemannian geometry toolbox☆11Updated 6 years ago
- In this project, we implemented 7 interpretation techniques on two benchmark deep learning models "EEGNet" and "InterpretableCNN" for EEG…☆16Updated 3 years ago
- Analysis of Transformer attention in EEG signal classification☆46Updated last year
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Updated last week
- ☆14Updated 2 years ago
- Library for processing and analyizing M/EEG data as recorded with naturalistic stimuli.☆15Updated last month
- NeuroGNN is a state-of-the-art framework for precise seizure detection and classification from EEG data. It employs dynamic Graph Neural …☆48Updated last year