Sensing the functional connectivity of the brain
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Updated
May 27, 2024 - Python
Sensing the functional connectivity of the brain
Benchmarks for functional connectivity estimators and FCEst Python package
Methods for estimating time-varying functional connectivity (TVFC)
Leading Eigenvector Dynamics Analysis Matlab Toolbox
Scripts used in the "Dynamic Functional Connectivity in Autism Spectrum Disorder" project.
A suite of signal processing and analysis algorithms with an emphasis on functional connectivity
Repository for Masharipov, Knyazeva, Korotkov, Cherednichenko & Kireev: "Comparison of whole-brain task-modulated functional connectivity methods for fMRI task connectomics"
TMFC toolbox - a new SPM toolbox for whole-brain task-modulated functional connectivity (TMFC) analysis with user-friendly graphical interface.
A large-scale spiking model of the vision-related areas of macaque cortex.
Track and segment the dynamics of brain connectivity networks
Connectome-based Hopfiled Neural Networks (fcHNN)
Code for the PNAS paper: Causal connectivity measures for pulse-output network reconstruction: Analysis and applications
Machine learning pipelines with K-fold cross-validation library for FC data
Easy and comprehensive assessment of predictive power, with support for neuroimaging features
Small Animal Magnetic Resonance Imaging via Python.
EEGminer: Discovering Interpretable Features of Brain Activity with Learnable Filters
Materials and source code for my MSc thesis: "Studying Network Variants With Electroencephalography"
Finding of increased Somatomotor-Visual functional connectivity in the UKB longitudinal cohort
This Repository is a part of my thesis for analyzing connectivity of EEG channels, but codes are extendable to other fields and studies.
Framework for Information Theoretical analysis of Electrophysiological data and Statistics
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