brain-connectivity

There are 71 repositories under brain-connectivity topic.

  • nilearn/nilearn

    Machine learning for NeuroImaging in Python

    Language:Python1.1k692k575

  • urish/muse-js

    Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)

    Language:TypeScript274163578

  • basiralab/GNNs-in-Network-Neuroscience

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

    1994127

  • cwatson/brainGraph

    Graph theory analysis of brain MRI data

    Language:R164173447

  • Eden-Kramer-Lab/spectral_connectivity

    Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data

    Language:Python12153840

  • dPys/PyNets

    A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning

    Language:Python11794441

  • basiralab/RegGNN

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

    Language:Python625416

  • basiralab/BrainNet-ML-ToolBox

    Python Machine Learning Toolbox for Brain Network Classification. Source codes are included of the top 20 teams in the Kaggle competition.

    Language:Python394312
  • ActflowToolbox

    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.

    Language:Python341218

  • SIMEXP/niak

    GNU Octave library for connectivity analysis in large fMRI datasets

    Language:MATLAB261933221

  • basiralab/DGN

    How to fuse a population of graphs into a single one using graph neural networks?

    Language:Python222113

  • patrk/pyPTE

    Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy

    Language:Python221176

  • basiralab/MultiGraphGAN

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

    Language:Python21704

  • brain-network/bnt

    Brain Network Toolbox

    Language:MATLAB18403

  • basiralab/GSR-Net

    Graph SuperResolution Network using geometric deep learning.

    Language:Python1521

  • EsiSeraj/ERP_Connectivity_EMG_Analysis

    Essential Motor Cortex Signal Processing MATLAB Toolbox which implements various methods for three major aspects of investigating human motor cortex from Neuroscience view point: (1) ERP estimation and quantification, (2) Cortical Functional Connectivity analysis and (3) EMG quantification

    Language:MATLAB15206

  • basiralab/HCAE

    HCAE (HyperConnectome AutoEncoder) for brain state identification.

    Language:Python13212
  • BRAPH

    braph-software/BRAPH

    Brain Analysis using Graph Theory

    Language:MATLAB12202

  • basiralab/MGN-Net

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

    Language:Python9315

  • basiralab/MultigraphGNet

    Predicting multigraph brain population from a single graph

    Language:Python8201

  • NIRALUser/CIVILITY

    Cloud Based Interactive Visualization of Tractography Brain Connectome (CIVILITY) is an interactive visualization tool of brain connectome in the web.

    Language:JavaScript8604

  • smlacava/Athena

    ATHENA (Automatic Toolbox for Handling Experimental Neural Analysis)

    Language:MATLAB84113

  • basiralab/4D-FedGNN-Plus

    Federating temporally-varying graph timeseries

    Language:Jupyter Notebook7102

  • basiralab/ABMT

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

    Language:Python7302

  • basiralab/MICNet

    Multigraph fusion and classification network using graph neural network

    Language:Python720
  • tiaco

    NaserElziadna/tiaco

    🏆🥇 Tiaco : Online Multiplayer is one of the best puzzle games in the market. 🥇🏆

    Language:Dart7100

  • basiralab/CGTS-GAN

    Topology-guided cyclic graph generation using GCNs.

    Language:Python620

  • basiralab/RG-Select

    Quantifying the Reproducibility of Graph Neural Networks using Multigraph Brain Data

    Language:Python6202

  • HealthX-Lab/SONIA

    Customizable system for displaying and inspecting brain structures, connections, and subsystems in VR

    Language:C#6300

  • softmatterlab/Braph-2.0-Python

    Brain Analysis using Graph Theory

    Language:Python6402

  • basiralab/predUncertaintywithDomainShift

    How to predict uncertainty of regression GNN models under target domain shifts?

    Language:Python5301

  • basiralab/SM-netFusion-PY

    Supervised graph diffusion and fusion.

    Language:Jupyter Notebook5201

  • basiralab/topoGAN

    Multigraph generation from a source graph.

    Language:Python5202

  • heitorbaldo/PyPDC

    PyPDC is a Python package to perform asymptotic Partial Directed Coherence estimations for brain connectivity analysis.

    Language:Python5100

  • OnnoKampman/FCEst

    Methods for estimating time-varying functional connectivity (TVFC)

    Language:Python5200

  • WenChentao/Seg2Link

    Napari-based 3D cell segmentation software using machine learning predictions as inputs, especially for EM image stacks of brains

    Language:Python5211