Here are
20 public repositories
matching this topic...
Neurobiologically inspired neural network models simulating, evolving, and solving tasks. Created to help understand the dynamic nature of neural networks and how our brain networks are able to adapt to changing stimuli
Updated
Mar 24, 2017
Python
Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network (ICDM 2018 full paper)
Updated
May 8, 2019
Python
Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease (AMIA 2018)
Updated
Mar 28, 2020
Python
Python Machine Learning Toolbox for Brain Network Classification. Source codes are included of the top 20 teams in the Kaggle competition.
Updated
Jun 2, 2020
Python
netNorm (network normalization) framework for multi-view network integration (or fusion), recoded up in Python by Ahmed Nebli.
Updated
Jul 3, 2020
Python
ABMT (Adversarial Brain Multiplex Translator) for brain graph translation using geometric generative adversarial network (gGAN).
Updated
Sep 20, 2020
Python
Residual Embedding Similarity-based Network Selection (RESNets) for forecasting network dynamics.
Updated
Jun 24, 2021
Python
L2S-KDNet for super-resolving brain graphs using teacher-student network
Updated
Oct 13, 2021
Python
Non-isomorphic Inter-modality Graph Alignment and Synthesis.
Updated
Nov 15, 2021
Python
Intermodalitty graph superresolution.
Updated
Jan 4, 2022
Python
MGN-Net: A novel Graph Neural Network for integrating heterogenous graph population derived from multiple sources.
Updated
Jun 6, 2022
Python
Predicting multigraph brain population from a single graph
Updated
Dec 10, 2022
Python
Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning''
Updated
Sep 25, 2023
Python
How to fuse a population of graphs into a single one using graph neural networks?
Updated
Oct 24, 2023
Python
An Explainable Geometric-Weighted Graph Attention Network (xGW-GAT) for Identifying Functional Networks Associated with Gait Impairment
Updated
Nov 2, 2023
Python
Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)
Updated
Dec 12, 2023
Python
fMRI data analysis of long-covid patients
Updated
May 14, 2024
Python
Useful tools from the Network Neuroscience Lab
Updated
May 22, 2024
Python
Classification of brain networks based on graph centrality measures
Updated
Jun 30, 2024
Python
Fast Temporal Wavelet Graph Neural Networks (NeurIPS 2023)
Updated
Aug 10, 2024
Python
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