brain-network

There are 0 repository under brain-network topic.

neurolib-dev / neurolib
Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿‍🔬
neuroscience neuroscience-methods computational-neuroscience mean-field-theory neural-networks brain-network brain-simulations brain-modeling
Language:Python 391
CarloNicolini / communityalg
Algorithms and functions in Matlab for community detection in networks. Expands BrainConnectivity toolbox
brain-network community-detection graph-theory
Language:MATLAB 26
raphaelvallat / conn_tools
Some tools for the extraction and plot of second-level ROI-to-ROI results from CONN Toolbox
conn-toolbox neuroscience neuroimaging fmri spm connectivity matrix-visualizer plot brain network-analysis brain-network
Language:MATLAB 24
basiralab / AGSR-Net
Brain graph super-resolution using graph neural networks.
super-resolution graphs gnns gan graph-super-resolution brain-network neuroscience graph-neural-network spectral-graph-theory high-resolution-network low-resolution-network
Language:Python 11
basiralab / Kaggle-BrainNetPrediction-Toolbox
A Python toolbox for predicting brain network (graph) evolution over time from a single observation. The codes of the 20 competing Kaggle teams along with the competition datasets are made available.
kaggle-competition brain-connectivity-evolution machine-learning predictive-learning connectome-prediction brain-network dimensionality-reduction regression-models data-preprocessing
Language:Python 8
basiralab / reproducibleFedGNN
Investigating the reproducibility of federated GNN models
biomarker-discovery brain-connectome brain-graph brain-network classification computer-aided-diagnosis decentralized-learning deep-learning feature-selection federated-learning federation geometric-deep-learning gnn graph-neural-networks interpretable-ai reproducibility reproducible-science brain-diagnosis model-reproducibility
Language:Python 8
basiralab / ABMT
ABMT (Adversarial Brain Multiplex Translator) for brain graph translation using geometric generative adversarial network (gGAN).
morphological-brain-multiplexes brain-graph-translation predicting-brain-multiplexes brain-network geometric-deep-learning graph-generation graph-embedding multiplex data-generation predictive-learning predictive-intelligence gender-classification brain-connectivity brain-networks connectome gan generative-adversarial-network
Language:Python 7
yueyu1030 / DABNet
This is the repository for paper `Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks'.
brain-network fmri fmri-data-analysis graph-neural-networks
Language:Python 7
basiralab / SM-netFusion-PY
Supervised graph diffusion and fusion.
network-atlas sm-netfusion graph-data diffusion brain-network graph-diffusion data-fusion data-integration manifold-learning clustering supervised-learning brain-connectivity brain-connectome graph-fusion machine-learning network-neuroscience computer-aided-diagnosis
Language:Jupyter Notebook 5
basiralab / 4D-FED-GNN
Federated time-dependent graph evolution prediction with missing timepoints.
brain-connectivity brain-network federated-learning gnn graph-neural-networks longitudinal-data missing-data network-prediction graph-generation graph-synthesis predictive-learning
Language:Python 4
badhwar87 / System-biology-brain-networks
system-biology brain-network network-neuroscience
Language:MATLAB 0
glezdiazh / MINODES
MINODES: MARCH-INSIDE for Network Nodes
brain-network complex-networks graph-theory network-analysis neural-network protein-interaction-network
Language:Python 0
muqsitnawaz / brain-networks
Simulating cost of trauma in brain networks
brain-network planar-graph python
Language:Python 0