brain-graphs

There are 0 repository under brain-graphs topic.

basiralab / gGAN
Generative adversarial network for normalizing and predicting time-dependent graphs with respect to a fixed template.
brain-graphs brain-evolution brain-template graph-normalization ggan adversarial-machine-learning generative-adversarial-network gan geometric-deep-learning time-series-prediction time-series-forecasting time-series-graphs dynamic-networks dynamic-network-prediction predictive-intelligence
Language:Python 23
basiralab / MultiGraphGAN
MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.
brain-connectivity brain-graphs gan generative-adversarial-network geometric-deep-learning graph-generation morphological-brain-networks multi-view-learning multimodal-deep-learning predictive-intelligence predictive-learning source-graph target-graph
Language:Python 22
basiralab / GSR-Net
Graph SuperResolution Network using geometric deep learning.
gsr-net resolution-connectomes graph-superresolution brain-graphs geometric-deep-learning u-net network-neuroscience predictive-intelligence predictive-learning generative-models data-generation brain-connectivity deep-learning-architectures
Language:Python 16
GemsLab / GroupINN
GNN with summarization/grouping layer for speed and interpretability
gnn summarization interpretability brain-graphs connectome
Language:Python 13
basiralab / HADA
HADA (Hiearachical Adversarial Domain Alignment) for brain graph prediction and classification.
gcn-architecture graph-convolutional-networks geometric-deep-learning hierarchical-domain-alignment deep-graph-alignment graph-alignment network-neuroscience brain-graphs adversarial-graph-prediction graph-synthesis graph-prediction graph-classification gnns hada graph-neural-networks
Language:Python 9
basiralab / RBGM
Recurrent Dynamic Graph Mapper using GNN
graph-neural-networks recurrent-neural-networks brain-graphs brain-connectivity connectomes brain-evolution-prediction predictive-intelligence predictive-models deep-learning
Language:Python 3