Projects in Awesome Lists tagged with brain-connectivity
A curated list of projects in awesome lists tagged with brain-connectivity .
https://github.com/nilearn/nilearn
Machine learning for NeuroImaging in Python
brain-connectivity brain-imaging brain-mri decoding fmri machine-learning mvpa neuroimaging python
Last synced: 29 Mar 2025
https://github.com/urish/muse-js
Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
bci brain-computer-interface brain-connectivity eeg eeg-data eeg-headband eeg-headset typescript-library web-bluetooth
Last synced: 07 Apr 2025
https://github.com/basiralab/GNNs-in-Network-Neuroscience
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
biomarker brain-connectivity brain-disorders brain-gnn gans geometric-deep-learning gnn gnns graph-fusion graph-integration graph-neural-network graph-prediction graph-superresolution graph-synthesis graph-timeseries network-neuroscience predictive-intelligence
Last synced: 01 May 2025
https://github.com/cwatson/brainGraph
Graph theory analysis of brain MRI data
brain-connectivity brain-imaging complex-networks connectome connectomics fmri graph-theory mri network-analysis neuroimaging neuroscience r statistics tractography
Last synced: 29 Mar 2025
https://github.com/Eden-Kramer-Lab/spectral_connectivity
Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data
brain-connectivity canonical-coherence coherence connectivity-measures electrophysiology frequency-domain global-coherence multitaper neuroscience phase-lag-index python spectral-granger-causality spectrogram
Last synced: 01 May 2025
https://github.com/dpys/pynets
A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning
brain-connectivity decision-trees dipy dmri ensemble-learning ensemble-sampling fmri fuzzy-logic graph-neural-networks gridsearch multiverse networks networkx nilearn nipype optimization tractography workflow
Last synced: 06 Apr 2025
https://github.com/dPys/PyNets
A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning
brain-connectivity decision-trees dipy dmri ensemble-learning ensemble-sampling fmri fuzzy-logic graph-neural-networks gridsearch multiverse networks networkx nilearn nipype optimization tractography workflow
Last synced: 01 May 2025
https://github.com/ColeLab/ActflowToolbox
The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network simulations and machine learning prediction. Helps determine how connections contribute to specific brain functions.
activity-flow brain-connectivity brainweb fmri machine-learning neural-networks neuroimaging simulations
Last synced: 01 May 2025
https://github.com/basiralab/HCAE
HCAE (HyperConnectome AutoEncoder) for brain state identification.
brain-connectivity distribution-alignment graph-embedding hyperconnectivity hyperconnectome hyperconnectome-autoencoder hypergraph-autoencoding hypergraph-convolutional-layers hypergraph-embedding morphological-brain-networks multiview-graph
Last synced: 01 May 2025
https://github.com/basiralab/RG-Select
Quantifying the Reproducibility of Graph Neural Networks using Multigraph Brain Data
brain-connectivity classification deep-learning diffpool gcn graph-attention-networks graph-convolutional-networks graph-neural-networks multigraph network-neuroscience reproducibility reproducible-research reproducible-science sag
Last synced: 01 May 2025
https://github.com/hypercoil/hypercoil
A differentiable program for mapping brain function
brain-connectivity brain-imaging differentiable-programming fmri image-processing neuroimaging time-series
Last synced: 01 May 2025
