favour-nerrise / xGW-GATLinks
An Explainable Geometric-Weighted Graph Attention Network (xGW-GAT) for Identifying Functional Networks Associated with Gait Impairment
☆14Updated 8 months ago
Alternatives and similar repositories for xGW-GAT
Users that are interested in xGW-GAT are comparing it to the libraries listed below
Sorting:
- M/EEG brain age benchmark paper☆29Updated 2 years ago
- ☆26Updated 6 months ago
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Updated 2 years ago
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆50Updated 3 years ago
- Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood☆55Updated 7 months ago
- The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.☆121Updated 2 years ago
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆79Updated 3 months ago
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆40Updated 2 months ago
- ☆50Updated 3 months ago
- Graph Convolutional Neural Networks for Alzheimer’s Classification with transfer learning and HPC methods☆12Updated 3 years ago
- Paper list and resources on machine learning for brain image (e. g. fMRI and sMRI) analysis.☆68Updated 3 months ago
- ☆11Updated last year
- ☆29Updated 2 years ago
- ☆13Updated 5 years ago
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆69Updated 4 months ago
- ☆114Updated 2 months ago
- This repository contains code for spatio-temporal deep learning on functional MRI data☆23Updated 3 years ago
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆103Updated 2 years ago
- [CogSci 23'] Generate your neural signals from mine: individual-to-individual EEG converters☆28Updated 2 years ago
- ☆27Updated 2 years ago
- ☆40Updated this week
- MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis☆59Updated 2 years ago
- ☆30Updated last year
- Fused Window Transformers for fMRI Time Series Analysis (https://www.sciencedirect.com/science/article/pii/S1361841523001019)☆34Updated 2 years ago
- ☆42Updated 2 weeks ago
- Open-source EEG neurofeedback for meditation and many more☆16Updated 3 months ago
- STAGIN: Spatio-Temporal Attention Graph Isomorphism Network☆98Updated 2 years ago
- ☆11Updated 3 years ago
- ☆12Updated last year
- EEG-pyline is a pipeline for EEG data pre-processing, analysis and visualisation created for neuroscience and mental health research.☆27Updated 6 months ago