favour-nerrise / xGW-GAT
An Explainable Geometric-Weighted Graph Attention Network (xGW-GAT) for Identifying Functional Networks Associated with Gait Impairment
☆14Updated last month
Alternatives and similar repositories for xGW-GAT:
Users that are interested in xGW-GAT are comparing it to the libraries listed below
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆47Updated 2 years ago
- This repository contains code for spatio-temporal deep learning on functional MRI data☆22Updated 3 years ago
- ☆22Updated 5 months ago
- Data and code supporting Hansen et al., 2023 PLOS Biology "Integrating multimodal and multiscale connectivity blueprints of the human cer…☆26Updated last year
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆39Updated 5 months ago
- Benchmarking GNNs for fMRI analysis☆22Updated 2 years ago
- ☆13Updated 4 months ago
- Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood☆51Updated 3 weeks ago
- Graph Convolutional Neural Networks for Alzheimer’s Classification with transfer learning and HPC methods☆11Updated 3 years ago
- ☆19Updated 9 months ago
- Pytorch implementation of BrainNetCNN (Kawahara et al. 2016) + visualization method☆24Updated 6 years ago
- Excitation-inhibition balance brain network fitting☆20Updated last year
- This repository is dedicated for the tutorial on network and topological neuroscience.☆67Updated 11 months ago
- M/EEG brain age benchmark paper☆26Updated last year
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆16Updated last year
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆28Updated 3 years ago
- ☆33Updated 2 years ago
- The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.☆97Updated 2 years ago
- resources related to papers☆13Updated 6 months ago
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Updated last year
- Fused Window Transformers for fMRI Time Series Analysis (https://www.sciencedirect.com/science/article/pii/S1361841523001019)☆32Updated last year
- "Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding" (MICCAI 2023)☆19Updated last year
- Whole-Brain Modelling in PyTorch☆27Updated 5 months ago
- ☆25Updated last year
- Minimal scripts available for predictions on multiple datasets☆50Updated 6 years ago
- Brain decoding using graph convolutional network on fMRI time-series☆39Updated 5 years ago
- The official Pytorch implementation of paper "Community-Aware Transformer for Autism Prediction in fMRI Connectome" accepted by MICCAI 20…☆28Updated last year
- Pytorch implementation of 'Representation Learning of Resting State fMRI with Variational Autoencoder'☆27Updated 2 years ago
- BrainSurfCNN for individualized prediction of task contrasts from resting-state functional connectivity☆27Updated 2 years ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆13Updated last year