Supplementary information

From the following article:

Weak pairwise correlations imply strongly correlated network states in a neural population

Elad Schneidman, Michael J. Berry, II, Ronen Segev and William Bialek

Nature 440, 1007-1012(20 April 2006)

doi:10.1038/nature04701

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Supplementary Figure 1

Effect of bin size discretization on the second order maximum entropy model. The success of the second order maximum entropy model is not sensitive to the temporal discretization bin size.

Supplementary Figure 2

The success of the second order maximum entropy model is not sensitive to the size of the network. The success of the second order maximum entropy model is not sensitive to the size of the sub-network modeled.

Supplementary Figure 3

Average interaction field vs. average local field in maximum entropy models of different size sub-networks. The average interaction field versus the average local field, in the second order maximum entropy models. For larger sub-networks the interaction field dominates the local field.

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