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GitHub topics: network-neuroscience

C-Ratcliffe/C-Ratcliffe.github.io

A personal and professional website. Predominantly a tool to help me learn HTML, CSS, and Git.

Language: HTML - Size: 93.6 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

deangeckt/Dendro-Synaptome

Analyzing the MICrONS connectome

Language: Jupyter Notebook - Size: 18.8 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

basiralab/GNNs-in-Network-Neuroscience

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

Size: 55.7 KB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 215 - Forks: 28

basiralab/RG-Select

Quantifying the Reproducibility of Graph Neural Networks using Multigraph Brain Data

Language: Python - Size: 2.37 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 2

OnnoKampman/FCEst-benchmarking

Benchmarks for functional connectivity estimators and FCEst Python package

Language: Python - Size: 7.23 MB - Last synced at: 5 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

OnnoKampman/phd-thesis

LaTeX code for my PhD thesis.

Language: TeX - Size: 7.68 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

OnnoKampman/FCEst

Methods for estimating time-varying functional connectivity (TVFC)

Language: Python - Size: 111 KB - Last synced at: 5 months ago - Pushed at: 11 months ago - Stars: 5 - Forks: 1

deangeckt/network_motifs

Analyzing Network Motifs with Python.

Language: Python - Size: 3.15 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

basiralab/4D-FedGNN-Plus

Federating temporally-varying graph timeseries

Language: Jupyter Notebook - Size: 455 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 3

gabridele/hub-identification

Code to identify hubs through degree of nodes, given adjacency matrices of a population sample

Language: Jupyter Notebook - Size: 3.69 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

emergelab/hierarchical-brain-networks

Determining the Hierarchical Architecture of the Human Brain Using Subject-Level Clustering of Functional Networks

Language: MATLAB - Size: 195 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 3

basiralab/RepFL

Heterogeneous federated learning for graph super-resolution

Language: Python - Size: 2.07 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

basiralab/Dif-GSR

Diffusion-based Graph Super-resolution

Language: Python - Size: 1.42 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

basiralab/HADA

HADA (Hiearachical Adversarial Domain Alignment) for brain graph prediction and classification.

Language: Python - Size: 18.3 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 1

basiralab/MGN-Net

MGN-Net: A novel Graph Neural Network for integrating heterogenous graph population derived from multiple sources.

Language: Python - Size: 6.63 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 4

basiralab/RegGNN

Regression Graph Neural Network (regGNN) for cognitive score prediction.

Language: Python - Size: 4.06 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 33 - Forks: 12

basiralab/MICNet

Multigraph fusion and classification network using graph neural network

Language: Python - Size: 686 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

basiralab/MultigraphGNet

Predicting multigraph brain population from a single graph

Language: Python - Size: 2.39 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

basiralab/ReMI-Net-Star

Recurrent multigraph neural network

Language: Python - Size: 37.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

basiralab/GSR-Net

Graph SuperResolution Network using geometric deep learning.

Language: Python - Size: 16.3 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 11 - Forks: 0

basiralab/HUNet

Deep hypergraph U-Net (HUNet) for brain graph embedding and classification.

Language: Python - Size: 3.66 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 2

basiralab/netNorm

We provide both Matlab and Python versions of netNorm. In this folder you find the Maltab version of the code.

Language: MATLAB - Size: 1.31 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 0

basiralab/SM-netFusion-PY

Supervised graph diffusion and fusion.

Language: Jupyter Notebook - Size: 20.5 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

basiralab/MV-LEAP

Multi-View LEArning-based data Proliferator (MV-LEAP) for boosting classification using highly imbalanced classes.

Language: MATLAB - Size: 2.15 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 2

ColeLab/FlexHubMechanism

Publicly available code for "A flexible hub connectivity mechanism for cognitive control". Manuscript in-preparation. Part of C. Cocuzza's dissertation (Aim 3).

Size: 19.5 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

basiralab/BGSR-PY

Brain Graph Super-Resolution: how to generate high-resolution graphs from low-resolution graphs? (Python3 version)

Language: Python - Size: 26.3 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

francopestilli/app-connectivity-gradient Fork of anibalsolon/app-connectivity-gradient

Compute connectivity gradients using functional MRI data

Language: Python - Size: 42 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

basiralab/one-representative-shot-learning

One-representative shot learning for graph classification.

Language: Python - Size: 1.28 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

ColeLab/ActFlowCategories

Publicly available code for "Distributed network processes account for the majority of variance in localized visual category selectivity", Cocuzza et al., 2022.

Language: Jupyter Notebook - Size: 477 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

basiralab/netNorm-PY

netNorm (network normalization) framework for multi-view network integration (or fusion), recoded up in Python by Ahmed Nebli.

Language: Python - Size: 1.14 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 2

basiralab/NAGFS

NAG-FS (Network Atlas-Guided Feature Selection) for a fast and accurate graph data classification.

Language: MATLAB - Size: 2.47 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

basiralab/IMANGraphNet

Non-isomorphic Inter-modality Graph Alignment and Synthesis.

Language: Python - Size: 1.48 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

basiralab/LG-DADA

Learning-guided Graph Dual Adversarial Domain Alignment (LG-DADA) framework for predicting a target graph from a source graph.

Language: Python - Size: 2.72 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

basiralab/NAGFS-PY

NAGFS (Network Atlas-Guided Feature Selection) for a fast and accurate graph data classification code, recoded by Dogu Can ELCI.

Language: Python - Size: 65.4 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 2

basiralab/RESNets

Residual Embedding Similarity-based Network Selection (RESNets) for forecasting network dynamics.

Language: Python - Size: 1.23 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 2

thomasjdelaney/Network_Noise_Rejection_Python

The python implementation of the Network Noise Rejection method for community detection in undirected networks. Find the origin matlab version here: https://github.com/mdhumphries/NetworkNoiseRejection

Language: Python - Size: 386 KB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

basiralab/SM-netFusion

SM-NetFusion for supervised multi-topology network cross-diffusion.

Language: MATLAB - Size: 127 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 2

badhwar87/System-biology-brain-networks

Language: Matlab - Size: 95.7 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

Related Keywords
network-neuroscience 38 brain-connectivity 23 graph-neural-networks 10 brain-networks 8 gnn 7 machine-learning 7 geometric-deep-learning 6 network-integration 6 network-fusion 6 deep-learning 5 brain-disorders 5 functional-connectivity 5 fmri 5 graph-superresolution 5 multi-view-networks 4 biomarker-discovery 4 computer-aided-diagnosis 4 sample-selection 4 network-atlas 4 graph-synthesis 4 graph-fusion 4 connectional-brain-template 4 neuroimaging 4 graph-classification 4 generative-learning 4 neuroscience 4 dynamic-functional-connectivity 3 fcest 3 multigraph-integration 3 clustering 3 time-varying-connectivity 3 brain-imaging 3 data-fusion 3 data-integration 3 graph-prediction 3 cbt 3 predictive-learning 3 python 2 brain-network 2 graph-template-learning 2 brain-modeling 2 federated-learning 2 graph-representation 2 graph-alignment 2 distributed-brain-procesess 2 brain-graphs 2 predictive-modeling 2 supervised-learning 2 sm-netfusion 2 feature-selection 2 brain-disorder 2 graph-diffusion 2 graph-data 2 predictive-intelligence 2 graph-integration 2 graph-augmentation 2 gcn 2 graph-convolutional-networks 2 gnns 2 multigraph 2 autism-spectrum-disorder 2 connectome-mapping 2 neuron 2 connectome 2 gaussian-processes 2 gpflow 2 multigraph-fusion 2 mgarch 2 wishart-processes 2 network-normalization 2 domain-alignment 2 data-proliferator 1 diagnosis-prediction 1 u-net 1 imbalanced-classes 1 pca 1 resolution-connectomes 1 gsr-net 1 generative-models 1 hyper-unet 1 boosting-algorithm 1 hypergraph-learning 1 hypergraph-unet 1 unet 1 manifold-learning 1 diffusion 1 high-order-networks 1 brain-connectome 1 inter-modality-learning 1 predictive-medicine 1 pytorch-geometric 1 structural-mri 1 super-resolution 1 adversarial-learning 1 dual-network 1 graph-generation 1 adversarial-connectome-embedding 1 evolution-trajectories 1 graph-embedding 1 residual-learning 1