predictive-intelligence

Here are 6 public repositories matching this topic...

basiralab / GNNs-in-Network-Neuroscience

A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.

biomarker gans brain-connectivity geometric-deep-learning gnns network-neuroscience gnn graph-neural-network graph-fusion graph-synthesis graph-prediction brain-disorders graph-superresolution predictive-intelligence graph-integration graph-timeseries brain-gnn

Updated Feb 27, 2023

basiralab / gGAN

Star

Generative adversarial network for normalizing and predicting time-dependent graphs with respect to a fixed template.

generative-adversarial-network gan adversarial-machine-learning time-series-prediction dynamic-networks time-series-forecasting geometric-deep-learning brain-graphs ggan predictive-intelligence brain-evolution brain-template graph-normalization time-series-graphs dynamic-network-prediction

Updated Jan 20, 2022
Python

basiralab / MultiGraphGAN

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MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.

generative-adversarial-network gan graph-generation brain-connectivity predictive-learning geometric-deep-learning multimodal-deep-learning multi-view-learning brain-graphs predictive-intelligence source-graph target-graph morphological-brain-networks

Updated Apr 2, 2023
Python

basiralab / GSR-Net

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Graph SuperResolution Network using geometric deep learning.

data-generation brain-connectivity generative-models u-net deep-learning-architectures predictive-learning geometric-deep-learning network-neuroscience brain-graphs graph-superresolution gsr-net resolution-connectomes predictive-intelligence

Updated Jan 25, 2021
Python

basiralab / ABMT

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ABMT (Adversarial Brain Multiplex Translator) for brain graph translation using geometric generative adversarial network (gGAN).

generative-adversarial-network gan data-generation multiplex graph-generation gender-classification connectome brain-connectivity brain-network graph-embedding predictive-learning geometric-deep-learning brain-networks predictive-intelligence morphological-brain-multiplexes brain-graph-translation predicting-brain-multiplexes

Updated Sep 20, 2020
Python

basiralab / RBGM

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Recurrent Dynamic Graph Mapper using GNN

deep-learning recurrent-neural-networks brain-connectivity graph-neural-networks predictive-models brain-graphs predictive-intelligence connectomes brain-evolution-prediction

Updated Oct 25, 2021
Python

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predictive-intelligence

Here are 6 public repositories matching this topic...

basiralab / GNNs-in-Network-Neuroscience

basiralab / gGAN

basiralab / MultiGraphGAN

basiralab / GSR-Net

basiralab / ABMT

basiralab / RBGM

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