Figure 4.

Modular and hierarchical organization of behavior is evident for long timescales. (A) Example transition matrices and associated modularity, (i) transition matrices with lag 1, 10, 100, 1000. Note that states have been reordered according to module classification. (ii) modularity as a function of transition lag. Black circles correspond to transition matrices in (i). (B) Mean modularity across all data sets, for observed (red) and randomized (gray) transition matrices. (C) Mean module stability (adjusted mutual information score) of module assignments between consecutive transition lags, for observed (red) and randomized (gray) transition matrices.