Frequency-based approach to the study of semantic brain networks connectivity

► We studied effective connectivity in word generation of distinct semantic categories. ► Frequency domain study using multivariate autoregressive model on fMRI BOLD signals. ► Granger causality estimation by direct directed transfer function. ► Spectral power concentrated in the frequency range of the imposed stimulus. ► Category-specific effective connectivity patterns between frontal and temporal areas.