Guuuu11 / FC-HGNN_PytorchLinks
☆13Updated 9 months ago
Alternatives and similar repositories for FC-HGNN_Pytorch
Users that are interested in FC-HGNN_Pytorch are comparing it to the libraries listed below
Sorting:
- ☆38Updated 3 years ago
- Benchmarking GNNs for fMRI analysis☆23Updated 2 years ago
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Updated 4 years ago
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆54Updated 4 years ago
- ☆18Updated 4 months ago
- The official implementation of MVS-GCN☆20Updated 2 years ago
- Fused Window Transformers for fMRI Time Series Analysis (https://www.sciencedirect.com/science/article/pii/S1361841523001019)☆34Updated 2 years ago
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆18Updated last year
- ☆170Updated 2 years ago
- Awesome graph neural networks for brain network learning. Collections of related research papers with implementations, commonly used data…☆62Updated 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 3 years ago
- Code of hi-GCN☆26Updated last year
- ☆66Updated last year
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆21Updated 3 years ago
- A preliminary implementation of BrainGNN☆22Updated 4 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆21Updated 2 years ago
- Paper list and resources on machine learning for brain image (e. g. fMRI and sMRI) analysis.☆68Updated 2 months ago
- Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood☆54Updated 6 months ago
- Matlab code for SBLEST algorithm☆43Updated last year
- ☆19Updated 2 years ago
- The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.☆119Updated 2 years ago
- STAGIN: Spatio-Temporal Attention Graph Isomorphism Network☆97Updated 2 years ago
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆177Updated 2 years ago
- MedIA 2023☆22Updated last year
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆40Updated 4 years ago
- CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans☆88Updated 2 years ago
- ☆9Updated last year
- ☆16Updated 2 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆108Updated 2 years ago
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆59Updated last year