Learning brain dynamics for decoding and predicting individual differences
Fig 6
(A) Prediction of fluid intelligence scores as a function of time. Prediction (blue) fluctuates considerably but consistently exceeds chance values (indicated by the tic marks at the bottom). Values obtained by connectome-based predictive modeling (CPM) are indicated for comparison (red: CPM applied to Star Wars data; maroon: highest value applying CPM across all clips). The gray region indicates the 95th percentile region based on permutation testing (N.B.: applies to our method only, not CPM). (B) Prediction of verbal IQ as a function of time. Only short periods of time of the Star Wars clip exceeded chance levels. The green bar indicates a segment of the time series that is significant at the 0.05 level corrected for multiple comparisons.