Table 2.

Features of model network dynamics

Feature	Target	Structured E <- E weights	Random E <- E weights	Shuffled E <- E weights	Suppressed rhythmicity	No sparsity or selectivity constraints	No spike rate adaptation
E peak rate (run) (Hz)	20.	17.20	19.96	10.42	20.07	19.73	7.30
E min rate (run) (Hz)	0.	0.24	0.25	0.27	0.25	12.37	0.39
I mean rate (run) (Hz)	20.	19.58	32.05	12.08	2.77	19.90	6.17
E fraction active (run)	0.6	0.59	0.60	0.61	0.60	1.00	0.60
I fraction active (run)	0.95	1.00	1.00	0.95	0.23	0.98	0.87
E theta amplitude (run)	0.5	0.78	0.37	0.63	0.15	0.77	1.29
I theta amplitude (run)	0.5	0.48	0.14	0.19	0.26	0.53	1.15
E gamma amplitude (run)	0.25	0.53	0.40	0.66	0.20	0.59	0.27
I gamma amplitude (run)	0.25	1.19	1.85	1.33	1.67	1.39	1.27
E theta frequency (run) (Hz)	7.	7.09	7.45	7.64	11.27	7.09	6.73
I theta frequency (run) (Hz)	7.	6.91	7.27	7.45	12.55	6.91	6.73
E gamma frequency (run) (Hz)	70.	71.06	72.93	71.06	57.98	72.93	39.29
I gamma frequency (run) (Hz)	70.	71.06	72.93	69.19	87.88	76.67	69.19
E theta frequency tuning index (run)	>5.	6.40	6.30	7.00	0.00	29.05	150.67
I theta frequency tuning index (run)	>5.	9.83	6.10	3.99	0.00	34.16	150.59
E gamma frequency tuning index (run)	>5.	10.67	10.90	5.08	−0.37	10.18	−0.01
I gamma frequency tuning index (run)	>5.	16.16	4.14	31.65	0.36	6.02	3.43
E fraction active (rest)	0.25	0.37	0.20	0.53	0.36	1.00	0.40
E mean rate (rest) (Hz)	12.5	7.11	6.56	7.12	7.65	17.77	6.97