The 20-min recordings were divided into 10 sections of 2 min duration each. The network activity within each section was then analyzed as an independent dataset, and the effective network W and normalized global efficiency G*EFF were computed accordingly. One must observe that G*EFF analyzed along the different sections may take values higher than the corresponding value for the full 20-min recording. This is caused by the large statistics of firing events in the full recording, which filters out weak connections or coactivations that occur rarely.

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