The integrated information Φ of an integrate and fire network.

(4) Depending on the weight value and the network state, the Φ values increased monotonically for increasing values of τ (e.g., w i = 87.5 mV, states (0,1,0), (0,1,1)) or didn’t show a clear trend (e.g., w i = 50 mV, states (1,0,0), (1,0,1)).

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However, the plot of mean Φ values shows an increasing trend in Φ as τ increases, especially when τ > 2 Δt and w i falls within the range of 62.5-87.5 mV.

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