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brain-connectivity

Here are 71 public repositories matching this topic...

brain-network / bnh

Brain Networks Hackathon

hackathon complex-networks brain-connectivity

Updated May 23, 2019

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).

computational-neuroscience fmri predictive-modeling brain-imaging brain-connectivity functional-connectivity cognitive-control network-neuroscience fmri-data-analysis brain-modeling network-hub distributed-brain-procesess

Updated Sep 26, 2022

ColeLab / ActFlowCategories

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

predictive-modeling brain-imaging brain-connectivity functional-connectivity neuroscience-methods network-neuroscience brain-networks brain-modeling vision-neuroscience semantic-categories visual-processing local-versus-distributed distributed-brain-procesess

Updated Mar 26, 2022
Jupyter Notebook

orhansoyuhos / rMEG-FEF-vs-IFJ

The analysis pipeline for our paper 'Functional connectivity fingerprints of the frontal eye field and inferior frontal junction suggest spatial versus nonspatial processing in the prefrontal cortex'.

brain-connectivity working-memory functional-connectivity visual-attention prefrontal-cortex ventral-stream frontal-eye-field inferior-frontal-junction dorsal-stream visual-pathways

Updated Sep 30, 2023
MATLAB

basiralab / NAGFS-PY

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

feature-selection biomarker-discovery brain-connectivity graph-representation graph-classification network-neuroscience network-integration network-atlas network-fusion graph-fusion graph-template-learning brain-disorder

Updated Mar 30, 2020
Python

smlacava / Horme

HORME: Handler for the Observable Rotating Motion of the Encephalos

matlab eeg brain 3d eeg-headset brain-imaging brain-connectivity electrodes brain-networks ieeg brain-visualization

Updated Feb 14, 2022
MATLAB

basiralab / LG-DADA

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

clustering graph-generation brain-connectivity autism-spectrum-disorder adversarial-learning network-neuroscience graph-neural-networks graph-synthesis dual-network domain-alignment

Updated Dec 21, 2020
Python

janarez / brain-connectivity

ML on FC matrices. Supporting code for diploma thesis at Charles Uni.

brain-connectivity functional-connectivity fmri-data-analysis

Updated Sep 4, 2022
Jupyter Notebook

Masharipov / TMFC_toolbox

TMFC toolbox - a new SPM toolbox for whole-brain task-modulated functional connectivity (TMFC) analysis with user-friendly graphical interface.

fmri brain-connectivity functional-connectivity psychophysiological-interaction spm12

Updated Apr 18, 2024
MATLAB

devuci / BNT

graph-algorithms multi-layer network-analysis brain-connectivity

Updated Feb 9, 2017
MATLAB

basiralab / GRN

Graph registration network using representative templates

deep-learning pytorch brain-connectivity graph-classification graph-neural-networks automated-diagnosis network-atlas brain-disorders connectional-brain-template graph-template graph-regsitration

Updated Nov 16, 2022
Python

basiralab / Dif-GSR

Diffusion-based Graph Super-resolution

brain-connectivity network-neuroscience gnn diffusion-models graph-superresolution

Updated Oct 24, 2023
Python

basiralab / TIS-Net

Intermodalitty graph superresolution.

one-shot-learning super-resolution brain-connectivity graph-convolutional-networks superresolution brain-networks graph-neural-networks graph-superresolution connectional-brain-template deep-graph-normalizer template-based-learning

Updated Jan 4, 2022
Python

basiralab / L2S-KDnet

L2S-KDNet for super-resolving brain graphs using teacher-student network

knowledge-distillation brain-connectivity superresolution brain-networks graph-neural-networks teacher-student-learning domain-alignment

Updated Oct 13, 2021
Python

basiralab / one-representative-shot-learning

One-representative shot learning for graph classification.

one-shot-learning cbt brain-connectivity graph-classification network-neuroscience graph-neural-networks gnn connectional-brain-template graph-template

Updated Oct 25, 2021
Python

basiralab / BGSR

Brain Graph Super-Resolution: how to generate high-resolution graphs from low-resolution graphs?

machine-learning unsupervised-learning super-resolution cbt brain-connectivity brain-graph graph-topology graph-superresolution multi-kernel-learning connectional-brain-template graph-diffusion high-resolution-graph low-resolution-graph

Updated Aug 9, 2020
MATLAB

melanibe / brain_project

Analyzing brain connectivity during sleep. Semester project - ETH Zürich - Summer 2018.

deep-learning brain-connectivity graph-convolutional-networks sleep-analysis eeg-classification

Updated Nov 28, 2018
Jupyter Notebook

basiralab / NAGFS

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

feature-selection biomarker-discovery brain-connectivity graph-representation graph-classification network-neuroscience computer-aided-diagnosis network-integration network-atlas network-fusion graph-fusion graph-template-learning brain-disorder

Updated Mar 26, 2020
MATLAB

basiralab / BGSR-PY

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

machine-learning-algorithms cbt brain-connectivity superresolution predictive-learning network-neuroscience graph-superresolution connectional-brain-template generative-learning

Updated Sep 15, 2020
Python

basiralab / Fed2M

Federated Multimodal and Multiresolution Graph Integration

cbt brain-connectivity network-neuroscience connectional-brain-template mutligraph-integration federated-fusion multimodal-data-fusion graph-data-fusion multi-resolution-graph-fusion

Updated Sep 8, 2023
Python

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