NPDS toolbox: Neural population (De) synchronization toolbox for MATLAB

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...

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...

The SSM Toolbox for Matlab

State Space Models (SSM) is a MATLAB 7.0 software toolbox for doing time series analysis by state space meth-ods. The software features fully interactive construction and combination of models, with support for univariate andmultivariate models, complex time-varying (dynamic) models, non-Gaussian models, and various standard modelssuch as ARIMA and structural time-series models. The...

nSTAT: open-source neural spike train analysis toolbox for Matlab.

Over the last decade there has been a tremendous advance in the analytical tools available to neuroscientists to understand and model neural function. In particular, the point process - generalized linear model (PP-GLM) framework has been applied successfully to problems ranging from neuro-endocrine physiology to neural decoding. However, the lack of freely distributed software implementations ...