SJYuCNEL / brain-and-Information-Bottleneck
brain data analysis and graph information bottleneck
☆20Updated 4 months ago
Alternatives and similar repositories for brain-and-Information-Bottleneck:
Users that are interested in brain-and-Information-Bottleneck are comparing it to the libraries listed below
- Awesome graph neural networks for brain network learning. Collections of related research papers with implementations, commonly used data…☆49Updated 10 months ago
- STAGIN: Spatio-Temporal Attention Graph Isomorphism Network☆90Updated last year
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆47Updated 2 years ago
- Benchmarks for Graph Machine Learning in Brain Connectomics☆31Updated last month
- Recovering-Brain-Structure-Network-Using-Functional-Connectivity☆23Updated 2 years ago
- Codes for "Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivit…☆14Updated last year
- MedIA 2023☆21Updated last year
- ☆23Updated 2 years ago
- CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans☆84Updated 2 years ago
- The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.☆106Updated 2 years ago
- ☆15Updated last month
- A preliminary implementation of BrainGNN☆22Updated 3 years ago
- ☆36Updated 2 years ago
- ☆22Updated last year
- ☆12Updated 3 years ago
- The official implementation of MVS-GCN☆20Updated 2 years ago
- Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood☆54Updated 2 months ago
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆16Updated last year
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆40Updated 7 months ago
- Implementation of Graph Convolutional Networks in TensorFlow☆13Updated 7 years ago
- Pytorch implementation of BrainNetCNN (Kawahara et al. 2016) + visualization method☆26Updated 6 years ago
- ☆17Updated 2 years ago
- ☆16Updated last year
- Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction☆18Updated 3 years ago
- Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf☆34Updated 4 years ago
- A preliminary implementation of BrainGNN☆166Updated 3 years ago
- Code of hi-GCN☆26Updated 9 months ago
- Graph Convolutional Neural Networks for Alzheimer’s Classification with transfer learning and HPC methods☆11Updated 3 years ago
- MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis☆57Updated last year
- The official Pytorch implementation of paper "Community-Aware Transformer for Autism Prediction in fMRI Connectome" accepted by MICCAI 20…☆29Updated last year