kMindConnect is a software package developed with the aim of offering seamless integration between different the Brain dynamic connectivity modelling and the visualization results. The toolbox provides an easy way to present the dynamic changes in the estimated Brain states (or connectivity.) The default model to perform this estimation inside the application is the switching-regime vector autoregressive model (S-VAR) that is fitted over clustered time-varying vector autoregressive (TV-VAR) coefficients from the data input [Ting, Samdin, Ombao, 2016].‚Äč