MATLAB toolbox for functional connectivity

MATLAB toolbox for functional connectivity

The term "functional connectivity" is used to denote correlations in activation among spatially-distinct brain regions, either in a resting state or when processing external stimuli. Functional connectivity has been extensively evaluated with several functional neuroimaging methods, particularly PET and fMRI. Yet these relationships have been quantified using very different measures and the ext...

LYNGBY Matlab toolbox for functional neuroimaging analysis

A MATLAB toolbox for Granger causal connectivity analysis.

Assessing directed functional connectivity from time series data is a key challenge in neuroscience. One approach to this problem leverages a combination of Granger causality analysis and network theory. This article describes a freely available MATLAB toolbox--'Granger causal connectivity analysis' (GCCA)--which provides a core set of methods for performing this analysis on a variety of neuros...

EDT: ElastoDynamics Toolbox for MATLAB

Matlab Toolbox for Dimensionality Reduction

The demonstration presents the Matlab Toolbox for Dimensionality Reduction. The toolbox is publicly available and contains implementations of virtually all state-of-the-art techniques for dimensionality reduction and intrinsic dimensionality estimation. It provides implementations of 27 techniques for dimensionality reduction, 6 techniques for intrinsic dimensionality estimation, and additional...