Before revision:   We find that multivariate transfer entropy captures key properties of all network structures for longer time series.
After revision:  Simulations are based on a neural mass model and on autoregressive dynamics (employing Gaussian estimators for direct comparison to functional connectivity and Granger causality). We find that multivariate transfer entropy captures key properties of all network structures for longer time series.