Table 1:

Multi-information I estimated either directly from the data or from maximum entropy models, for random subpopulations of 10 and 20 neurons (100 subpopulations each), as well as the ratio of the multi-information between model and data

DataMinimalLinearComplete
N = 10I0.0713 ± 0.03980.0343 ± 0.02680.0478 ± 0.03150.0498 ± 0.0326
Embedded Image 10.444 ± 0.1350.649 ± 0.1080.677 ± 0.108
N = 20I0.3188 ± 0.09670.1291 ± 0.05580.1702 ± 0.05920.1789 ± 0.0606
Embedded Image 10.393 ± 0.0710.531 ± 0.0550.557 ± 0.055
  • Results are reported as the Mean (± SD) in bits.