Table 1.

Specifications of the simulated BOLD-fMRI data. Each of the simulations contain a simulated 5-node networks for 50 simulated subjects.

Simulation Name	Number of nodes	Neural lag	Dynamic network strengths	Duration	TR	Noise	HRF lag variability (s)
Sim1	5	50 ms	No	10 min.	3 s	1.0%	±0.5a
Sim22	5	50 ms	Yes	10 min.	3 s	0.1%	±0.5a
Offset <0.4 s	5	50 ms	Yes	10 min.	2 s	0.1%	±0.3a
Offset 0.4 s	5	50 ms	Yes	10 min.	2 s	0.1%	+0.21/-0.20b
Offset 0.8 s	5	50 ms	Yes	10 min.	2 s	0.1%	+0.48/-0.35b
Offset 1.1 s	5	50 ms	Yes	10 min.	2 s	0.1%	+0.69/-0.46b
Offset 1.4 s	5	50 ms	Yes	10 min.	2 s	0.1%	+0.85/-0.54b
Offset 1.7 s	5	50 ms	Yes	10 min.	2 s	0.1%	+1.04/-0.58b
Offset 1.9 s	5	50 ms	Yes	10 min.	2 s	0.1%	+1.24/-0.59b
60 min.	5	50 ms	Yes	60 min.	2 s	0.1%	±0.3a
8-nodes ST	8	500 ms	No	10 min.	2 s	0.1%	±0.5a
8-nodes NS	8	500 ms	Yes	10 min.	2 s	0.1%	±0.5a

^astandard deviation of HRF peak.

^baverage increase (node 1 and 4)/average decrease (node 4 and 5) of the hemodynamic delay.