Archishman Biswas

Frequency-Specific Non-Linear Granger Causality in a Network of Brain Signals

We propose a novel algorithm to extract frequency-band specific and non-linear Granger causality (Spectral NLGC) connections between components of a multivariate time series. The advantage of our model over traditionally used VAR based models, as demonstrated in simulations, is the ability to captur…